Dataset statistics
| Number of variables | 80 |
|---|---|
| Number of observations | 2919 |
| Missing cells | 17166 |
| Missing cells (%) | 7.4% |
| Total size in memory | 1.8 MiB |
| Average record size in memory | 648.0 B |
Variable types
| Numeric | 37 |
|---|---|
| Text | 43 |
LotFrontage has 486 (16.6%) missing values | Missing |
Alley has 2721 (93.2%) missing values | Missing |
MasVnrType has 1766 (60.5%) missing values | Missing |
BsmtQual has 81 (2.8%) missing values | Missing |
BsmtCond has 82 (2.8%) missing values | Missing |
BsmtExposure has 82 (2.8%) missing values | Missing |
BsmtFinType1 has 79 (2.7%) missing values | Missing |
BsmtFinType2 has 80 (2.7%) missing values | Missing |
FireplaceQu has 1420 (48.6%) missing values | Missing |
GarageType has 157 (5.4%) missing values | Missing |
GarageYrBlt has 159 (5.4%) missing values | Missing |
GarageFinish has 159 (5.4%) missing values | Missing |
GarageQual has 159 (5.4%) missing values | Missing |
GarageCond has 159 (5.4%) missing values | Missing |
PoolQC has 2909 (99.7%) missing values | Missing |
Fence has 2348 (80.4%) missing values | Missing |
MiscFeature has 2814 (96.4%) missing values | Missing |
SalePrice has 1459 (50.0%) missing values | Missing |
MiscVal is highly skewed (γ1 = 21.95848032) | Skewed |
MasVnrArea has 1738 (59.5%) zeros | Zeros |
BsmtFinSF1 has 929 (31.8%) zeros | Zeros |
BsmtFinSF2 has 2571 (88.1%) zeros | Zeros |
BsmtUnfSF has 241 (8.3%) zeros | Zeros |
TotalBsmtSF has 78 (2.7%) zeros | Zeros |
2ndFlrSF has 1668 (57.1%) zeros | Zeros |
LowQualFinSF has 2879 (98.6%) zeros | Zeros |
BsmtFullBath has 1705 (58.4%) zeros | Zeros |
BsmtHalfBath has 2742 (93.9%) zeros | Zeros |
HalfBath has 1834 (62.8%) zeros | Zeros |
Fireplaces has 1420 (48.6%) zeros | Zeros |
GarageCars has 157 (5.4%) zeros | Zeros |
GarageArea has 157 (5.4%) zeros | Zeros |
WoodDeckSF has 1523 (52.2%) zeros | Zeros |
OpenPorchSF has 1298 (44.5%) zeros | Zeros |
EnclosedPorch has 2460 (84.3%) zeros | Zeros |
3SsnPorch has 2882 (98.7%) zeros | Zeros |
ScreenPorch has 2663 (91.2%) zeros | Zeros |
PoolArea has 2906 (99.6%) zeros | Zeros |
MiscVal has 2816 (96.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-24 05:28:20.474153 |
|---|---|
| Analysis finished | 2024-10-24 05:28:21.355400 |
| Duration | 0.88 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
MSSubClass
Real number (ℝ)
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.1377184 |
| Minimum | 20 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 20 |
| median | 50 |
| Q3 | 70 |
| 95-th percentile | 160 |
| Maximum | 190 |
| Range | 170 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 42.51762783 |
|---|---|
| Coefficient of variation (CV) | 0.7441254048 |
| Kurtosis | 1.457827477 |
| Mean | 57.1377184 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 1.376164637 |
| Sum | 166785 |
| Variance | 1807.748676 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 20 | 1079 | |
| 60 | 575 | |
| 50 | 287 | 9.8% |
| 120 | 182 | 6.2% |
| 30 | 139 | 4.8% |
| 70 | 128 | 4.4% |
| 160 | 128 | 4.4% |
| 80 | 118 | 4.0% |
| 90 | 109 | 3.7% |
| 190 | 61 | 2.1% |
| Other values (6) | 113 | 3.9% |
| Value | Count | Frequency (%) |
| 20 | 1079 | |
| 30 | 139 | 4.8% |
| 40 | 6 | 0.2% |
| 45 | 18 | 0.6% |
| 50 | 287 | 9.8% |
| Value | Count | Frequency (%) |
| 190 | 61 | 2.1% |
| 180 | 17 | 0.6% |
| 160 | 128 | |
| 150 | 1 | < 0.1% |
| 120 | 182 |
MSZoning
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 4 |
| Missing (%) | 0.1% |
| Memory size | 45.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 2 |
| Mean length | 2.042881647 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5955 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RL |
|---|---|
| 2nd row | RL |
| 3rd row | RL |
| 4th row | RL |
| 5th row | RL |
| Value | Count | Frequency (%) |
| rl | 2265 | |
| rm | 460 | 15.6% |
| fv | 139 | 4.7% |
| rh | 26 | 0.9% |
| c | 25 | 0.9% |
| all | 25 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 2751 | |
| L | 2265 | |
| M | 460 | 7.7% |
| F | 139 | 2.3% |
| V | 139 | 2.3% |
| l | 50 | 0.8% |
| H | 26 | 0.4% |
| C | 25 | 0.4% |
| 25 | 0.4% | |
| ( | 25 | 0.4% |
| Other values (2) | 50 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5955 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 2751 | |
| L | 2265 | |
| M | 460 | 7.7% |
| F | 139 | 2.3% |
| V | 139 | 2.3% |
| l | 50 | 0.8% |
| H | 26 | 0.4% |
| C | 25 | 0.4% |
| 25 | 0.4% | |
| ( | 25 | 0.4% |
| Other values (2) | 50 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5955 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 2751 | |
| L | 2265 | |
| M | 460 | 7.7% |
| F | 139 | 2.3% |
| V | 139 | 2.3% |
| l | 50 | 0.8% |
| H | 26 | 0.4% |
| C | 25 | 0.4% |
| 25 | 0.4% | |
| ( | 25 | 0.4% |
| Other values (2) | 50 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5955 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 2751 | |
| L | 2265 | |
| M | 460 | 7.7% |
| F | 139 | 2.3% |
| V | 139 | 2.3% |
| l | 50 | 0.8% |
| H | 26 | 0.4% |
| C | 25 | 0.4% |
| 25 | 0.4% | |
| ( | 25 | 0.4% |
| Other values (2) | 50 | 0.8% |
LotFrontage
Real number (ℝ)
MISSING
| Distinct | 128 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 486 |
| Missing (%) | 16.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.30579531 |
| Minimum | 21 |
|---|---|
| Maximum | 313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 59 |
| median | 68 |
| Q3 | 80 |
| 95-th percentile | 107 |
| Maximum | 313 |
| Range | 292 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 23.34490471 |
|---|---|
| Coefficient of variation (CV) | 0.3368391431 |
| Kurtosis | 11.29592065 |
| Mean | 69.30579531 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.503277815 |
| Sum | 168621 |
| Variance | 544.9845758 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 276 | 9.5% |
| 80 | 137 | 4.7% |
| 70 | 133 | 4.6% |
| 50 | 117 | 4.0% |
| 75 | 105 | 3.6% |
| 65 | 93 | 3.2% |
| 85 | 76 | 2.6% |
| 21 | 50 | 1.7% |
| 24 | 49 | 1.7% |
| 63 | 47 | 1.6% |
| Other values (118) | 1350 | |
| (Missing) | 486 | 16.6% |
| Value | Count | Frequency (%) |
| 21 | 50 | |
| 22 | 1 | < 0.1% |
| 24 | 49 | |
| 25 | 1 | < 0.1% |
| 26 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 313 | 2 | |
| 200 | 1 | |
| 195 | 1 | |
| 182 | 1 | |
| 174 | 2 |
LotArea
Real number (ℝ)
| Distinct | 1951 |
|---|---|
| Distinct (%) | 66.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10168.11408 |
| Minimum | 1300 |
|---|---|
| Maximum | 215245 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 1300 |
|---|---|
| 5-th percentile | 3182 |
| Q1 | 7478 |
| median | 9453 |
| Q3 | 11570 |
| 95-th percentile | 17142.9 |
| Maximum | 215245 |
| Range | 213945 |
| Interquartile range (IQR) | 4092 |
Descriptive statistics
| Standard deviation | 7886.996359 |
|---|---|
| Coefficient of variation (CV) | 0.7756597041 |
| Kurtosis | 264.9523101 |
| Mean | 10168.11408 |
| Median Absolute Deviation (MAD) | 2039 |
| Skewness | 12.82902485 |
| Sum | 29680725 |
| Variance | 62204711.57 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 9600 | 44 | 1.5% |
| 7200 | 43 | 1.5% |
| 6000 | 34 | 1.2% |
| 9000 | 29 | 1.0% |
| 10800 | 25 | 0.9% |
| 7500 | 21 | 0.7% |
| 8400 | 21 | 0.7% |
| 6240 | 18 | 0.6% |
| 1680 | 18 | 0.6% |
| 6120 | 17 | 0.6% |
| Other values (1941) | 2649 |
| Value | Count | Frequency (%) |
| 1300 | 1 | |
| 1470 | 1 | |
| 1476 | 1 | |
| 1477 | 2 | |
| 1484 | 1 |
| Value | Count | Frequency (%) |
| 215245 | 1 | |
| 164660 | 1 | |
| 159000 | 1 | |
| 115149 | 1 | |
| 70761 | 1 |
Street
Text
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 11676 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pave |
|---|---|
| 2nd row | Pave |
| 3rd row | Pave |
| 4th row | Pave |
| 5th row | Pave |
| Value | Count | Frequency (%) |
| pave | 2907 | |
| grvl | 12 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| v | 2919 | |
| P | 2907 | |
| a | 2907 | |
| e | 2907 | |
| G | 12 | 0.1% |
| r | 12 | 0.1% |
| l | 12 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11676 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| v | 2919 | |
| P | 2907 | |
| a | 2907 | |
| e | 2907 | |
| G | 12 | 0.1% |
| r | 12 | 0.1% |
| l | 12 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11676 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| v | 2919 | |
| P | 2907 | |
| a | 2907 | |
| e | 2907 | |
| G | 12 | 0.1% |
| r | 12 | 0.1% |
| l | 12 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11676 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| v | 2919 | |
| P | 2907 | |
| a | 2907 | |
| e | 2907 | |
| G | 12 | 0.1% |
| r | 12 | 0.1% |
| l | 12 | 0.1% |
Alley
Text
MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 2721 |
| Missing (%) | 93.2% |
| Memory size | 45.6 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 792 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Grvl |
|---|---|
| 2nd row | Pave |
| 3rd row | Pave |
| 4th row | Grvl |
| 5th row | Pave |
| Value | Count | Frequency (%) |
| grvl | 120 | |
| pave | 78 |
Most occurring characters
| Value | Count | Frequency (%) |
| v | 198 | |
| G | 120 | |
| r | 120 | |
| l | 120 | |
| P | 78 | 9.8% |
| a | 78 | 9.8% |
| e | 78 | 9.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 792 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| v | 198 | |
| G | 120 | |
| r | 120 | |
| l | 120 | |
| P | 78 | 9.8% |
| a | 78 | 9.8% |
| e | 78 | 9.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 792 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| v | 198 | |
| G | 120 | |
| r | 120 | |
| l | 120 | |
| P | 78 | 9.8% |
| a | 78 | 9.8% |
| e | 78 | 9.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 792 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| v | 198 | |
| G | 120 | |
| r | 120 | |
| l | 120 | |
| P | 78 | 9.8% |
| a | 78 | 9.8% |
| e | 78 | 9.8% |
LotShape
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8757 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Reg |
|---|---|
| 2nd row | Reg |
| 3rd row | IR1 |
| 4th row | IR1 |
| 5th row | IR1 |
| Value | Count | Frequency (%) |
| reg | 1859 | |
| ir1 | 968 | |
| ir2 | 76 | 2.6% |
| ir3 | 16 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 2919 | |
| e | 1859 | |
| g | 1859 | |
| I | 1060 | 12.1% |
| 1 | 968 | 11.1% |
| 2 | 76 | 0.9% |
| 3 | 16 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8757 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 2919 | |
| e | 1859 | |
| g | 1859 | |
| I | 1060 | 12.1% |
| 1 | 968 | 11.1% |
| 2 | 76 | 0.9% |
| 3 | 16 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8757 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 2919 | |
| e | 1859 | |
| g | 1859 | |
| I | 1060 | 12.1% |
| 1 | 968 | 11.1% |
| 2 | 76 | 0.9% |
| 3 | 16 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8757 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 2919 | |
| e | 1859 | |
| g | 1859 | |
| I | 1060 | 12.1% |
| 1 | 968 | 11.1% |
| 2 | 76 | 0.9% |
| 3 | 16 | 0.2% |
LandContour
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8757 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Lvl |
|---|---|
| 2nd row | Lvl |
| 3rd row | Lvl |
| 4th row | Lvl |
| 5th row | Lvl |
| Value | Count | Frequency (%) |
| lvl | 2622 | |
| hls | 120 | 4.1% |
| bnk | 117 | 4.0% |
| low | 60 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 2802 | |
| v | 2622 | |
| l | 2622 | |
| H | 120 | 1.4% |
| S | 120 | 1.4% |
| B | 117 | 1.3% |
| n | 117 | 1.3% |
| k | 117 | 1.3% |
| o | 60 | 0.7% |
| w | 60 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8757 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 2802 | |
| v | 2622 | |
| l | 2622 | |
| H | 120 | 1.4% |
| S | 120 | 1.4% |
| B | 117 | 1.3% |
| n | 117 | 1.3% |
| k | 117 | 1.3% |
| o | 60 | 0.7% |
| w | 60 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8757 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 2802 | |
| v | 2622 | |
| l | 2622 | |
| H | 120 | 1.4% |
| S | 120 | 1.4% |
| B | 117 | 1.3% |
| n | 117 | 1.3% |
| k | 117 | 1.3% |
| o | 60 | 0.7% |
| w | 60 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8757 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 2802 | |
| v | 2622 | |
| l | 2622 | |
| H | 120 | 1.4% |
| S | 120 | 1.4% |
| B | 117 | 1.3% |
| n | 117 | 1.3% |
| k | 117 | 1.3% |
| o | 60 | 0.7% |
| w | 60 | 0.7% |
Utilities
Text
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Memory size | 45.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 17502 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | AllPub |
|---|---|
| 2nd row | AllPub |
| 3rd row | AllPub |
| 4th row | AllPub |
| 5th row | AllPub |
| Value | Count | Frequency (%) |
| allpub | 2916 | |
| nosewa | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 5832 | |
| A | 2916 | |
| P | 2916 | |
| u | 2916 | |
| b | 2916 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17502 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 5832 | |
| A | 2916 | |
| P | 2916 | |
| u | 2916 | |
| b | 2916 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17502 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 5832 | |
| A | 2916 | |
| P | 2916 | |
| u | 2916 | |
| b | 2916 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17502 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 5832 | |
| A | 2916 | |
| P | 2916 | |
| u | 2916 | |
| b | 2916 | |
| N | 1 | < 0.1% |
| o | 1 | < 0.1% |
| S | 1 | < 0.1% |
| e | 1 | < 0.1% |
| W | 1 | < 0.1% |
LotConfig
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.958547448 |
| Min length | 3 |
Characters and Unicode
| Total characters | 17393 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Inside |
|---|---|
| 2nd row | FR2 |
| 3rd row | Inside |
| 4th row | Corner |
| 5th row | FR2 |
| Value | Count | Frequency (%) |
| inside | 2133 | |
| corner | 511 | 17.5% |
| culdsac | 176 | 6.0% |
| fr2 | 85 | 2.9% |
| fr3 | 14 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2644 | |
| n | 2644 | |
| I | 2133 | |
| s | 2133 | |
| i | 2133 | |
| d | 2133 | |
| r | 1022 | 5.9% |
| C | 687 | 3.9% |
| o | 511 | 2.9% |
| S | 176 | 1.0% |
| Other values (9) | 1177 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17393 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2644 | |
| n | 2644 | |
| I | 2133 | |
| s | 2133 | |
| i | 2133 | |
| d | 2133 | |
| r | 1022 | 5.9% |
| C | 687 | 3.9% |
| o | 511 | 2.9% |
| S | 176 | 1.0% |
| Other values (9) | 1177 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17393 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2644 | |
| n | 2644 | |
| I | 2133 | |
| s | 2133 | |
| i | 2133 | |
| d | 2133 | |
| r | 1022 | 5.9% |
| C | 687 | 3.9% |
| o | 511 | 2.9% |
| S | 176 | 1.0% |
| Other values (9) | 1177 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17393 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2644 | |
| n | 2644 | |
| I | 2133 | |
| s | 2133 | |
| i | 2133 | |
| d | 2133 | |
| r | 1022 | 5.9% |
| C | 687 | 3.9% |
| o | 511 | 2.9% |
| S | 176 | 1.0% |
| Other values (9) | 1177 |
LandSlope
Text
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8757 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gtl |
|---|---|
| 2nd row | Gtl |
| 3rd row | Gtl |
| 4th row | Gtl |
| 5th row | Gtl |
| Value | Count | Frequency (%) |
| gtl | 2778 | |
| mod | 125 | 4.3% |
| sev | 16 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 2778 | |
| t | 2778 | |
| l | 2778 | |
| M | 125 | 1.4% |
| o | 125 | 1.4% |
| d | 125 | 1.4% |
| S | 16 | 0.2% |
| e | 16 | 0.2% |
| v | 16 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8757 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| G | 2778 | |
| t | 2778 | |
| l | 2778 | |
| M | 125 | 1.4% |
| o | 125 | 1.4% |
| d | 125 | 1.4% |
| S | 16 | 0.2% |
| e | 16 | 0.2% |
| v | 16 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8757 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| G | 2778 | |
| t | 2778 | |
| l | 2778 | |
| M | 125 | 1.4% |
| o | 125 | 1.4% |
| d | 125 | 1.4% |
| S | 16 | 0.2% |
| e | 16 | 0.2% |
| v | 16 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8757 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| G | 2778 | |
| t | 2778 | |
| l | 2778 | |
| M | 125 | 1.4% |
| o | 125 | 1.4% |
| d | 125 | 1.4% |
| S | 16 | 0.2% |
| e | 16 | 0.2% |
| v | 16 | 0.2% |
Neighborhood
Text
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.500171292 |
| Min length | 5 |
Characters and Unicode
| Total characters | 18974 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CollgCr |
|---|---|
| 2nd row | Veenker |
| 3rd row | CollgCr |
| 4th row | Crawfor |
| 5th row | NoRidge |
| Value | Count | Frequency (%) |
| names | 443 | |
| collgcr | 267 | 9.1% |
| oldtown | 239 | 8.2% |
| edwards | 194 | 6.6% |
| somerst | 182 | 6.2% |
| nridght | 166 | 5.7% |
| gilbert | 165 | 5.7% |
| sawyer | 151 | 5.2% |
| nwames | 131 | 4.5% |
| sawyerw | 125 | 4.3% |
| Other values (15) | 856 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1829 | 9.6% |
| e | 1816 | 9.6% |
| l | 1210 | 6.4% |
| d | 1009 | 5.3% |
| s | 960 | 5.1% |
| o | 950 | 5.0% |
| m | 856 | 4.5% |
| w | 849 | 4.5% |
| N | 834 | 4.4% |
| C | 725 | 3.8% |
| Other values (28) | 7936 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 18974 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1829 | 9.6% |
| e | 1816 | 9.6% |
| l | 1210 | 6.4% |
| d | 1009 | 5.3% |
| s | 960 | 5.1% |
| o | 950 | 5.0% |
| m | 856 | 4.5% |
| w | 849 | 4.5% |
| N | 834 | 4.4% |
| C | 725 | 3.8% |
| Other values (28) | 7936 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 18974 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1829 | 9.6% |
| e | 1816 | 9.6% |
| l | 1210 | 6.4% |
| d | 1009 | 5.3% |
| s | 960 | 5.1% |
| o | 950 | 5.0% |
| m | 856 | 4.5% |
| w | 849 | 4.5% |
| N | 834 | 4.4% |
| C | 725 | 3.8% |
| Other values (28) | 7936 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 18974 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1829 | 9.6% |
| e | 1816 | 9.6% |
| l | 1210 | 6.4% |
| d | 1009 | 5.3% |
| s | 960 | 5.1% |
| o | 950 | 5.0% |
| m | 856 | 4.5% |
| w | 849 | 4.5% |
| N | 834 | 4.4% |
| C | 725 | 3.8% |
| Other values (28) | 7936 |
Condition1
Text
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.119218911 |
| Min length | 4 |
Characters and Unicode
| Total characters | 12024 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Norm |
|---|---|
| 2nd row | Feedr |
| 3rd row | Norm |
| 4th row | Norm |
| 5th row | Norm |
| Value | Count | Frequency (%) |
| norm | 2511 | |
| feedr | 164 | 5.6% |
| artery | 92 | 3.2% |
| rran | 50 | 1.7% |
| posn | 39 | 1.3% |
| rrae | 28 | 1.0% |
| posa | 20 | 0.7% |
| rrnn | 9 | 0.3% |
| rrne | 6 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2859 | |
| o | 2570 | |
| N | 2565 | |
| m | 2511 | |
| e | 454 | 3.8% |
| A | 190 | 1.6% |
| R | 186 | 1.5% |
| F | 164 | 1.4% |
| d | 164 | 1.4% |
| t | 92 | 0.8% |
| Other values (4) | 269 | 2.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12024 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 2859 | |
| o | 2570 | |
| N | 2565 | |
| m | 2511 | |
| e | 454 | 3.8% |
| A | 190 | 1.6% |
| R | 186 | 1.5% |
| F | 164 | 1.4% |
| d | 164 | 1.4% |
| t | 92 | 0.8% |
| Other values (4) | 269 | 2.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12024 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 2859 | |
| o | 2570 | |
| N | 2565 | |
| m | 2511 | |
| e | 454 | 3.8% |
| A | 190 | 1.6% |
| R | 186 | 1.5% |
| F | 164 | 1.4% |
| d | 164 | 1.4% |
| t | 92 | 0.8% |
| Other values (4) | 269 | 2.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12024 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 2859 | |
| o | 2570 | |
| N | 2565 | |
| m | 2511 | |
| e | 454 | 3.8% |
| A | 190 | 1.6% |
| R | 186 | 1.5% |
| F | 164 | 1.4% |
| d | 164 | 1.4% |
| t | 92 | 0.8% |
| Other values (4) | 269 | 2.2% |
Condition2
Text
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.007879411 |
| Min length | 4 |
Characters and Unicode
| Total characters | 11699 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Norm |
|---|---|
| 2nd row | Norm |
| 3rd row | Norm |
| 4th row | Norm |
| 5th row | Norm |
| Value | Count | Frequency (%) |
| norm | 2889 | |
| feedr | 13 | 0.4% |
| artery | 5 | 0.2% |
| posn | 4 | 0.1% |
| posa | 4 | 0.1% |
| rrnn | 2 | 0.1% |
| rran | 1 | < 0.1% |
| rrae | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2912 | |
| o | 2897 | |
| N | 2895 | |
| m | 2889 | |
| e | 32 | 0.3% |
| F | 13 | 0.1% |
| d | 13 | 0.1% |
| A | 11 | 0.1% |
| P | 8 | 0.1% |
| s | 8 | 0.1% |
| Other values (4) | 21 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11699 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 2912 | |
| o | 2897 | |
| N | 2895 | |
| m | 2889 | |
| e | 32 | 0.3% |
| F | 13 | 0.1% |
| d | 13 | 0.1% |
| A | 11 | 0.1% |
| P | 8 | 0.1% |
| s | 8 | 0.1% |
| Other values (4) | 21 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11699 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 2912 | |
| o | 2897 | |
| N | 2895 | |
| m | 2889 | |
| e | 32 | 0.3% |
| F | 13 | 0.1% |
| d | 13 | 0.1% |
| A | 11 | 0.1% |
| P | 8 | 0.1% |
| s | 8 | 0.1% |
| Other values (4) | 21 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11699 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 2912 | |
| o | 2897 | |
| N | 2895 | |
| m | 2889 | |
| e | 32 | 0.3% |
| F | 13 | 0.1% |
| d | 13 | 0.1% |
| A | 11 | 0.1% |
| P | 8 | 0.1% |
| s | 8 | 0.1% |
| Other values (4) | 21 | 0.2% |
BldgType
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.305584104 |
| Min length | 4 |
Characters and Unicode
| Total characters | 12568 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1Fam |
|---|---|
| 2nd row | 1Fam |
| 3rd row | 1Fam |
| 4th row | 1Fam |
| 5th row | 1Fam |
| Value | Count | Frequency (%) |
| 1fam | 2425 | |
| twnhse | 227 | 7.8% |
| duplex | 109 | 3.7% |
| twnhs | 96 | 3.3% |
| 2fmcon | 62 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 2487 | |
| 1 | 2425 | |
| a | 2425 | |
| F | 2425 | |
| n | 385 | 3.1% |
| T | 323 | 2.6% |
| w | 323 | 2.6% |
| h | 323 | 2.6% |
| s | 323 | 2.6% |
| E | 227 | 1.8% |
| Other values (10) | 902 | 7.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12568 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| m | 2487 | |
| 1 | 2425 | |
| a | 2425 | |
| F | 2425 | |
| n | 385 | 3.1% |
| T | 323 | 2.6% |
| w | 323 | 2.6% |
| h | 323 | 2.6% |
| s | 323 | 2.6% |
| E | 227 | 1.8% |
| Other values (10) | 902 | 7.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12568 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| m | 2487 | |
| 1 | 2425 | |
| a | 2425 | |
| F | 2425 | |
| n | 385 | 3.1% |
| T | 323 | 2.6% |
| w | 323 | 2.6% |
| h | 323 | 2.6% |
| s | 323 | 2.6% |
| E | 227 | 1.8% |
| Other values (10) | 902 | 7.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12568 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| m | 2487 | |
| 1 | 2425 | |
| a | 2425 | |
| F | 2425 | |
| n | 385 | 3.1% |
| T | 323 | 2.6% |
| w | 323 | 2.6% |
| h | 323 | 2.6% |
| s | 323 | 2.6% |
| E | 227 | 1.8% |
| Other values (10) | 902 | 7.2% |
HouseStyle
Text
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.912298732 |
| Min length | 4 |
Characters and Unicode
| Total characters | 17258 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2Story |
|---|---|
| 2nd row | 1Story |
| 3rd row | 2Story |
| 4th row | 2Story |
| 5th row | 2Story |
| Value | Count | Frequency (%) |
| 1story | 1471 | |
| 2story | 872 | |
| 1.5fin | 314 | 10.8% |
| slvl | 128 | 4.4% |
| sfoyer | 83 | 2.8% |
| 2.5unf | 24 | 0.8% |
| 1.5unf | 19 | 0.7% |
| 2.5fin | 8 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 2554 | |
| o | 2426 | |
| r | 2426 | |
| y | 2426 | |
| t | 2343 | |
| 1 | 1804 | |
| 2 | 904 | 5.2% |
| F | 405 | 2.3% |
| 5 | 365 | 2.1% |
| . | 365 | 2.1% |
| Other values (8) | 1240 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17258 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 2554 | |
| o | 2426 | |
| r | 2426 | |
| y | 2426 | |
| t | 2343 | |
| 1 | 1804 | |
| 2 | 904 | 5.2% |
| F | 405 | 2.3% |
| 5 | 365 | 2.1% |
| . | 365 | 2.1% |
| Other values (8) | 1240 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17258 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 2554 | |
| o | 2426 | |
| r | 2426 | |
| y | 2426 | |
| t | 2343 | |
| 1 | 1804 | |
| 2 | 904 | 5.2% |
| F | 405 | 2.3% |
| 5 | 365 | 2.1% |
| . | 365 | 2.1% |
| Other values (8) | 1240 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17258 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 2554 | |
| o | 2426 | |
| r | 2426 | |
| y | 2426 | |
| t | 2343 | |
| 1 | 1804 | |
| 2 | 904 | 5.2% |
| F | 405 | 2.3% |
| 5 | 365 | 2.1% |
| . | 365 | 2.1% |
| Other values (8) | 1240 |
OverallQual
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0890716 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.409947207 |
|---|---|
| Coefficient of variation (CV) | 0.2315537243 |
| Kurtosis | 0.06721935991 |
| Mean | 6.0890716 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.1972118053 |
| Sum | 17774 |
| Variance | 1.987951125 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 5 | 825 | |
| 6 | 731 | |
| 7 | 600 | |
| 8 | 342 | |
| 4 | 226 | 7.7% |
| 9 | 107 | 3.7% |
| 3 | 40 | 1.4% |
| 10 | 31 | 1.1% |
| 2 | 13 | 0.4% |
| 1 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 4 | 0.1% |
| 2 | 13 | 0.4% |
| 3 | 40 | 1.4% |
| 4 | 226 | 7.7% |
| 5 | 825 |
| Value | Count | Frequency (%) |
| 10 | 31 | 1.1% |
| 9 | 107 | 3.7% |
| 8 | 342 | |
| 7 | 600 | |
| 6 | 731 |
OverallCond
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.56457691 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.113130747 |
|---|---|
| Coefficient of variation (CV) | 0.2000387028 |
| Kurtosis | 1.479447334 |
| Mean | 5.56457691 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5706053117 |
| Sum | 16243 |
| Variance | 1.239060059 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 5 | 1645 | |
| 6 | 531 | 18.2% |
| 7 | 390 | 13.4% |
| 8 | 144 | 4.9% |
| 4 | 101 | 3.5% |
| 3 | 50 | 1.7% |
| 9 | 41 | 1.4% |
| 2 | 10 | 0.3% |
| 1 | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 7 | 0.2% |
| 2 | 10 | 0.3% |
| 3 | 50 | 1.7% |
| 4 | 101 | 3.5% |
| 5 | 1645 |
| Value | Count | Frequency (%) |
| 9 | 41 | 1.4% |
| 8 | 144 | 4.9% |
| 7 | 390 | 13.4% |
| 6 | 531 | 18.2% |
| 5 | 1645 |
YearBuilt
Real number (ℝ)
| Distinct | 118 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1971.312778 |
| Minimum | 1872 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 1872 |
|---|---|
| 5-th percentile | 1915 |
| Q1 | 1953.5 |
| median | 1973 |
| Q3 | 2001 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 138 |
| Interquartile range (IQR) | 47.5 |
Descriptive statistics
| Standard deviation | 30.29144153 |
|---|---|
| Coefficient of variation (CV) | 0.01536612651 |
| Kurtosis | -0.5113172971 |
| Mean | 1971.312778 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.6001139749 |
| Sum | 5754262 |
| Variance | 917.5714302 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2005 | 142 | 4.9% |
| 2006 | 138 | 4.7% |
| 2007 | 109 | 3.7% |
| 2004 | 99 | 3.4% |
| 2003 | 88 | 3.0% |
| 1977 | 57 | 2.0% |
| 1920 | 57 | 2.0% |
| 1976 | 54 | 1.8% |
| 1999 | 52 | 1.8% |
| 2008 | 49 | 1.7% |
| Other values (108) | 2074 |
| Value | Count | Frequency (%) |
| 1872 | 1 | < 0.1% |
| 1875 | 1 | < 0.1% |
| 1879 | 1 | < 0.1% |
| 1880 | 5 | |
| 1882 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2010 | 3 | 0.1% |
| 2009 | 25 | 0.9% |
| 2008 | 49 | 1.7% |
| 2007 | 109 | |
| 2006 | 138 |
YearRemodAdd
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1984.264474 |
| Minimum | 1950 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 1950 |
|---|---|
| 5-th percentile | 1950 |
| Q1 | 1965 |
| median | 1993 |
| Q3 | 2004 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 60 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 20.89434423 |
|---|---|
| Coefficient of variation (CV) | 0.01053001982 |
| Kurtosis | -1.346431392 |
| Mean | 1984.264474 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.4512522973 |
| Sum | 5792068 |
| Variance | 436.573621 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1950 | 361 | 12.4% |
| 2006 | 202 | 6.9% |
| 2007 | 164 | 5.6% |
| 2005 | 141 | 4.8% |
| 2004 | 111 | 3.8% |
| 2000 | 104 | 3.6% |
| 2003 | 99 | 3.4% |
| 2002 | 82 | 2.8% |
| 2008 | 81 | 2.8% |
| 1998 | 77 | 2.6% |
| Other values (51) | 1497 |
| Value | Count | Frequency (%) |
| 1950 | 361 | |
| 1951 | 14 | 0.5% |
| 1952 | 15 | 0.5% |
| 1953 | 20 | 0.7% |
| 1954 | 28 | 1.0% |
| Value | Count | Frequency (%) |
| 2010 | 13 | 0.4% |
| 2009 | 34 | 1.2% |
| 2008 | 81 | |
| 2007 | 164 | |
| 2006 | 202 |
RoofStyle
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.636519356 |
| Min length | 3 |
Characters and Unicode
| Total characters | 13534 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gable |
|---|---|
| 2nd row | Gable |
| 3rd row | Gable |
| 4th row | Gable |
| 5th row | Gable |
| Value | Count | Frequency (%) |
| gable | 2310 | |
| hip | 551 | 18.9% |
| gambrel | 22 | 0.8% |
| flat | 20 | 0.7% |
| mansard | 11 | 0.4% |
| shed | 5 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2374 | |
| l | 2352 | |
| e | 2337 | |
| G | 2332 | |
| b | 2332 | |
| H | 551 | 4.1% |
| i | 551 | 4.1% |
| p | 551 | 4.1% |
| r | 33 | 0.2% |
| m | 22 | 0.2% |
| Other values (8) | 99 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13534 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2374 | |
| l | 2352 | |
| e | 2337 | |
| G | 2332 | |
| b | 2332 | |
| H | 551 | 4.1% |
| i | 551 | 4.1% |
| p | 551 | 4.1% |
| r | 33 | 0.2% |
| m | 22 | 0.2% |
| Other values (8) | 99 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13534 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2374 | |
| l | 2352 | |
| e | 2337 | |
| G | 2332 | |
| b | 2332 | |
| H | 551 | 4.1% |
| i | 551 | 4.1% |
| p | 551 | 4.1% |
| r | 33 | 0.2% |
| m | 22 | 0.2% |
| Other values (8) | 99 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13534 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2374 | |
| l | 2352 | |
| e | 2337 | |
| G | 2332 | |
| b | 2332 | |
| H | 551 | 4.1% |
| i | 551 | 4.1% |
| p | 551 | 4.1% |
| r | 33 | 0.2% |
| m | 22 | 0.2% |
| Other values (8) | 99 | 0.7% |
RoofMatl
Text
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.998287085 |
| Min length | 4 |
Characters and Unicode
| Total characters | 20428 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | CompShg |
|---|---|
| 2nd row | CompShg |
| 3rd row | CompShg |
| 4th row | CompShg |
| 5th row | CompShg |
| Value | Count | Frequency (%) |
| compshg | 2876 | |
| tar&grv | 23 | 0.8% |
| wdshake | 9 | 0.3% |
| wdshngl | 7 | 0.2% |
| metal | 1 | < 0.1% |
| membran | 1 | < 0.1% |
| roll | 1 | < 0.1% |
| clytile | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 2892 | |
| h | 2892 | |
| g | 2883 | |
| C | 2877 | |
| m | 2877 | |
| o | 2877 | |
| p | 2876 | |
| r | 47 | 0.2% |
| a | 34 | 0.2% |
| T | 24 | 0.1% |
| Other values (15) | 149 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20428 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 2892 | |
| h | 2892 | |
| g | 2883 | |
| C | 2877 | |
| m | 2877 | |
| o | 2877 | |
| p | 2876 | |
| r | 47 | 0.2% |
| a | 34 | 0.2% |
| T | 24 | 0.1% |
| Other values (15) | 149 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20428 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 2892 | |
| h | 2892 | |
| g | 2883 | |
| C | 2877 | |
| m | 2877 | |
| o | 2877 | |
| p | 2876 | |
| r | 47 | 0.2% |
| a | 34 | 0.2% |
| T | 24 | 0.1% |
| Other values (15) | 149 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20428 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 2892 | |
| h | 2892 | |
| g | 2883 | |
| C | 2877 | |
| m | 2877 | |
| o | 2877 | |
| p | 2876 | |
| r | 47 | 0.2% |
| a | 34 | 0.2% |
| T | 24 | 0.1% |
| Other values (15) | 149 | 0.7% |
Exterior1st
Text
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 45.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.983207676 |
| Min length | 5 |
Characters and Unicode
| Total characters | 20377 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | VinylSd |
|---|---|
| 2nd row | MetalSd |
| 3rd row | VinylSd |
| 4th row | Wd Sdng |
| 5th row | VinylSd |
| Value | Count | Frequency (%) |
| vinylsd | 1025 | |
| metalsd | 450 | |
| hdboard | 442 | |
| wd | 411 | |
| sdng | 411 | |
| plywood | 221 | 6.6% |
| cemntbd | 126 | 3.8% |
| brkface | 87 | 2.6% |
| wdshing | 56 | 1.7% |
| asbshng | 44 | 1.3% |
| Other values (6) | 56 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 3584 | |
| S | 2034 | 10.0% |
| l | 1698 | 8.3% |
| n | 1666 | 8.2% |
| y | 1246 | 6.1% |
| i | 1081 | 5.3% |
| V | 1025 | 5.0% |
| a | 979 | 4.8% |
| o | 937 | 4.6% |
| e | 665 | 3.3% |
| Other values (22) | 5462 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20377 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 3584 | |
| S | 2034 | 10.0% |
| l | 1698 | 8.3% |
| n | 1666 | 8.2% |
| y | 1246 | 6.1% |
| i | 1081 | 5.3% |
| V | 1025 | 5.0% |
| a | 979 | 4.8% |
| o | 937 | 4.6% |
| e | 665 | 3.3% |
| Other values (22) | 5462 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20377 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 3584 | |
| S | 2034 | 10.0% |
| l | 1698 | 8.3% |
| n | 1666 | 8.2% |
| y | 1246 | 6.1% |
| i | 1081 | 5.3% |
| V | 1025 | 5.0% |
| a | 979 | 4.8% |
| o | 937 | 4.6% |
| e | 665 | 3.3% |
| Other values (22) | 5462 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20377 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 3584 | |
| S | 2034 | 10.0% |
| l | 1698 | 8.3% |
| n | 1666 | 8.2% |
| y | 1246 | 6.1% |
| i | 1081 | 5.3% |
| V | 1025 | 5.0% |
| a | 979 | 4.8% |
| o | 937 | 4.6% |
| e | 665 | 3.3% |
| Other values (22) | 5462 |
Exterior2nd
Text
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 45.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.978067169 |
| Min length | 5 |
Characters and Unicode
| Total characters | 20362 |
|---|---|
| Distinct characters | 33 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | VinylSd |
|---|---|
| 2nd row | MetalSd |
| 3rd row | VinylSd |
| 4th row | Wd Shng |
| 5th row | VinylSd |
| Value | Count | Frequency (%) |
| vinylsd | 1014 | |
| wd | 472 | |
| metalsd | 447 | |
| hdboard | 406 | |
| sdng | 391 | 11.5% |
| plywood | 270 | 7.9% |
| cmentbd | 126 | 3.7% |
| shng | 81 | 2.4% |
| brkface | 47 | 1.4% |
| stucco | 47 | 1.4% |
| Other values (8) | 111 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 3532 | |
| S | 2043 | 10.0% |
| l | 1734 | 8.5% |
| n | 1682 | 8.3% |
| y | 1284 | 6.3% |
| V | 1014 | 5.0% |
| i | 1014 | 5.0% |
| o | 1002 | 4.9% |
| a | 900 | 4.4% |
| t | 642 | 3.2% |
| Other values (23) | 5515 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20362 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 3532 | |
| S | 2043 | 10.0% |
| l | 1734 | 8.5% |
| n | 1682 | 8.3% |
| y | 1284 | 6.3% |
| V | 1014 | 5.0% |
| i | 1014 | 5.0% |
| o | 1002 | 4.9% |
| a | 900 | 4.4% |
| t | 642 | 3.2% |
| Other values (23) | 5515 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20362 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 3532 | |
| S | 2043 | 10.0% |
| l | 1734 | 8.5% |
| n | 1682 | 8.3% |
| y | 1284 | 6.3% |
| V | 1014 | 5.0% |
| i | 1014 | 5.0% |
| o | 1002 | 4.9% |
| a | 900 | 4.4% |
| t | 642 | 3.2% |
| Other values (23) | 5515 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20362 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 3532 | |
| S | 2043 | 10.0% |
| l | 1734 | 8.5% |
| n | 1682 | 8.3% |
| y | 1284 | 6.3% |
| V | 1014 | 5.0% |
| i | 1014 | 5.0% |
| o | 1002 | 4.9% |
| a | 900 | 4.4% |
| t | 642 | 3.2% |
| Other values (23) | 5515 |
MasVnrType
Text
MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1766 |
| Missing (%) | 60.5% |
| Memory size | 45.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.546400694 |
| Min length | 5 |
Characters and Unicode
| Total characters | 7548 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BrkFace |
|---|---|
| 2nd row | BrkFace |
| 3rd row | BrkFace |
| 4th row | Stone |
| 5th row | Stone |
| Value | Count | Frequency (%) |
| brkface | 879 | |
| stone | 249 | 21.6% |
| brkcmn | 25 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1128 | |
| B | 904 | |
| r | 904 | |
| k | 904 | |
| F | 879 | |
| a | 879 | |
| c | 879 | |
| n | 274 | 3.6% |
| S | 249 | 3.3% |
| t | 249 | 3.3% |
| Other values (3) | 299 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7548 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1128 | |
| B | 904 | |
| r | 904 | |
| k | 904 | |
| F | 879 | |
| a | 879 | |
| c | 879 | |
| n | 274 | 3.6% |
| S | 249 | 3.3% |
| t | 249 | 3.3% |
| Other values (3) | 299 | 4.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7548 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1128 | |
| B | 904 | |
| r | 904 | |
| k | 904 | |
| F | 879 | |
| a | 879 | |
| c | 879 | |
| n | 274 | 3.6% |
| S | 249 | 3.3% |
| t | 249 | 3.3% |
| Other values (3) | 299 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7548 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1128 | |
| B | 904 | |
| r | 904 | |
| k | 904 | |
| F | 879 | |
| a | 879 | |
| c | 879 | |
| n | 274 | 3.6% |
| S | 249 | 3.3% |
| t | 249 | 3.3% |
| Other values (3) | 299 | 4.0% |
MasVnrArea
Real number (ℝ)
ZEROS
| Distinct | 444 |
|---|---|
| Distinct (%) | 15.3% |
| Missing | 23 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.2013122 |
| Minimum | 0 |
|---|---|
| Maximum | 1600 |
| Zeros | 1738 |
| Zeros (%) | 59.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 164 |
| 95-th percentile | 466.5 |
| Maximum | 1600 |
| Range | 1600 |
| Interquartile range (IQR) | 164 |
Descriptive statistics
| Standard deviation | 179.334253 |
|---|---|
| Coefficient of variation (CV) | 1.754715759 |
| Kurtosis | 9.254343333 |
| Mean | 102.2013122 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.602588512 |
| Sum | 295975 |
| Variance | 32160.77431 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 120 | 15 | 0.5% |
| 176 | 13 | 0.4% |
| 200 | 13 | 0.4% |
| 216 | 12 | 0.4% |
| 180 | 12 | 0.4% |
| 144 | 11 | 0.4% |
| 72 | 11 | 0.4% |
| 108 | 11 | 0.4% |
| 16 | 11 | 0.4% |
| Other values (434) | 1049 | |
| (Missing) | 23 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 1738 | |
| 1 | 3 | 0.1% |
| 3 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 14 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 1600 | 1 | |
| 1378 | 1 | |
| 1290 | 1 | |
| 1224 | 2 | |
| 1170 | 1 |
ExterQual
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5838 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| ta | 1798 | |
| gd | 979 | |
| ex | 107 | 3.7% |
| fa | 35 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1798 | |
| A | 1798 | |
| G | 979 | |
| d | 979 | |
| E | 107 | 1.8% |
| x | 107 | 1.8% |
| F | 35 | 0.6% |
| a | 35 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5838 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1798 | |
| A | 1798 | |
| G | 979 | |
| d | 979 | |
| E | 107 | 1.8% |
| x | 107 | 1.8% |
| F | 35 | 0.6% |
| a | 35 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5838 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1798 | |
| A | 1798 | |
| G | 979 | |
| d | 979 | |
| E | 107 | 1.8% |
| x | 107 | 1.8% |
| F | 35 | 0.6% |
| a | 35 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5838 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1798 | |
| A | 1798 | |
| G | 979 | |
| d | 979 | |
| E | 107 | 1.8% |
| x | 107 | 1.8% |
| F | 35 | 0.6% |
| a | 35 | 0.6% |
ExterCond
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5838 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 2538 | |
| gd | 299 | 10.2% |
| fa | 67 | 2.3% |
| ex | 12 | 0.4% |
| po | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 2538 | |
| A | 2538 | |
| G | 299 | 5.1% |
| d | 299 | 5.1% |
| F | 67 | 1.1% |
| a | 67 | 1.1% |
| E | 12 | 0.2% |
| x | 12 | 0.2% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5838 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 2538 | |
| A | 2538 | |
| G | 299 | 5.1% |
| d | 299 | 5.1% |
| F | 67 | 1.1% |
| a | 67 | 1.1% |
| E | 12 | 0.2% |
| x | 12 | 0.2% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5838 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 2538 | |
| A | 2538 | |
| G | 299 | 5.1% |
| d | 299 | 5.1% |
| F | 67 | 1.1% |
| a | 67 | 1.1% |
| E | 12 | 0.2% |
| x | 12 | 0.2% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5838 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 2538 | |
| A | 2538 | |
| G | 299 | 5.1% |
| d | 299 | 5.1% |
| F | 67 | 1.1% |
| a | 67 | 1.1% |
| E | 12 | 0.2% |
| x | 12 | 0.2% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Foundation
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.51113395 |
| Min length | 4 |
Characters and Unicode
| Total characters | 16087 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PConc |
|---|---|
| 2nd row | CBlock |
| 3rd row | PConc |
| 4th row | BrkTil |
| 5th row | PConc |
| Value | Count | Frequency (%) |
| pconc | 1308 | |
| cblock | 1235 | |
| brktil | 311 | 10.7% |
| slab | 49 | 1.7% |
| stone | 11 | 0.4% |
| wood | 5 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 2564 | |
| C | 2543 | |
| c | 2543 | |
| l | 1595 | |
| B | 1546 | |
| k | 1546 | |
| n | 1319 | |
| P | 1308 | |
| i | 311 | 1.9% |
| T | 311 | 1.9% |
| Other values (8) | 501 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16087 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 2564 | |
| C | 2543 | |
| c | 2543 | |
| l | 1595 | |
| B | 1546 | |
| k | 1546 | |
| n | 1319 | |
| P | 1308 | |
| i | 311 | 1.9% |
| T | 311 | 1.9% |
| Other values (8) | 501 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16087 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 2564 | |
| C | 2543 | |
| c | 2543 | |
| l | 1595 | |
| B | 1546 | |
| k | 1546 | |
| n | 1319 | |
| P | 1308 | |
| i | 311 | 1.9% |
| T | 311 | 1.9% |
| Other values (8) | 501 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16087 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 2564 | |
| C | 2543 | |
| c | 2543 | |
| l | 1595 | |
| B | 1546 | |
| k | 1546 | |
| n | 1319 | |
| P | 1308 | |
| i | 311 | 1.9% |
| T | 311 | 1.9% |
| Other values (8) | 501 | 3.1% |
BsmtQual
Text
MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 81 |
| Missing (%) | 2.8% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5676 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | Gd |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| ta | 1283 | |
| gd | 1209 | |
| ex | 258 | 9.1% |
| fa | 88 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1283 | |
| A | 1283 | |
| G | 1209 | |
| d | 1209 | |
| E | 258 | 4.5% |
| x | 258 | 4.5% |
| F | 88 | 1.6% |
| a | 88 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5676 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1283 | |
| A | 1283 | |
| G | 1209 | |
| d | 1209 | |
| E | 258 | 4.5% |
| x | 258 | 4.5% |
| F | 88 | 1.6% |
| a | 88 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5676 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1283 | |
| A | 1283 | |
| G | 1209 | |
| d | 1209 | |
| E | 258 | 4.5% |
| x | 258 | 4.5% |
| F | 88 | 1.6% |
| a | 88 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5676 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1283 | |
| A | 1283 | |
| G | 1209 | |
| d | 1209 | |
| E | 258 | 4.5% |
| x | 258 | 4.5% |
| F | 88 | 1.6% |
| a | 88 | 1.6% |
BsmtCond
Text
MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 82 |
| Missing (%) | 2.8% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5674 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | Gd |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 2606 | |
| gd | 122 | 4.3% |
| fa | 104 | 3.7% |
| po | 5 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 2606 | |
| A | 2606 | |
| G | 122 | 2.2% |
| d | 122 | 2.2% |
| F | 104 | 1.8% |
| a | 104 | 1.8% |
| P | 5 | 0.1% |
| o | 5 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5674 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 2606 | |
| A | 2606 | |
| G | 122 | 2.2% |
| d | 122 | 2.2% |
| F | 104 | 1.8% |
| a | 104 | 1.8% |
| P | 5 | 0.1% |
| o | 5 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5674 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 2606 | |
| A | 2606 | |
| G | 122 | 2.2% |
| d | 122 | 2.2% |
| F | 104 | 1.8% |
| a | 104 | 1.8% |
| P | 5 | 0.1% |
| o | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5674 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 2606 | |
| A | 2606 | |
| G | 122 | 2.2% |
| d | 122 | 2.2% |
| F | 104 | 1.8% |
| a | 104 | 1.8% |
| P | 5 | 0.1% |
| o | 5 | 0.1% |
BsmtExposure
Text
MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 82 |
| Missing (%) | 2.8% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5674 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | Gd |
| 3rd row | Mn |
| 4th row | No |
| 5th row | Av |
| Value | Count | Frequency (%) |
| no | 1904 | |
| av | 418 | 14.7% |
| gd | 276 | 9.7% |
| mn | 239 | 8.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 1904 | |
| o | 1904 | |
| A | 418 | 7.4% |
| v | 418 | 7.4% |
| G | 276 | 4.9% |
| d | 276 | 4.9% |
| M | 239 | 4.2% |
| n | 239 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5674 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 1904 | |
| o | 1904 | |
| A | 418 | 7.4% |
| v | 418 | 7.4% |
| G | 276 | 4.9% |
| d | 276 | 4.9% |
| M | 239 | 4.2% |
| n | 239 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5674 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 1904 | |
| o | 1904 | |
| A | 418 | 7.4% |
| v | 418 | 7.4% |
| G | 276 | 4.9% |
| d | 276 | 4.9% |
| M | 239 | 4.2% |
| n | 239 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5674 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 1904 | |
| o | 1904 | |
| A | 418 | 7.4% |
| v | 418 | 7.4% |
| G | 276 | 4.9% |
| d | 276 | 4.9% |
| M | 239 | 4.2% |
| n | 239 | 4.2% |
BsmtFinType1
Text
MISSING
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 79 |
| Missing (%) | 2.7% |
| Memory size | 45.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8520 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | GLQ |
|---|---|
| 2nd row | ALQ |
| 3rd row | GLQ |
| 4th row | ALQ |
| 5th row | GLQ |
| Value | Count | Frequency (%) |
| unf | 851 | |
| glq | 849 | |
| alq | 429 | |
| rec | 288 | 10.1% |
| blq | 269 | 9.5% |
| lwq | 154 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| L | 1701 | |
| Q | 1701 | |
| U | 851 | |
| n | 851 | |
| f | 851 | |
| G | 849 | |
| A | 429 | 5.0% |
| R | 288 | 3.4% |
| e | 288 | 3.4% |
| c | 288 | 3.4% |
| Other values (2) | 423 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8520 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| L | 1701 | |
| Q | 1701 | |
| U | 851 | |
| n | 851 | |
| f | 851 | |
| G | 849 | |
| A | 429 | 5.0% |
| R | 288 | 3.4% |
| e | 288 | 3.4% |
| c | 288 | 3.4% |
| Other values (2) | 423 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8520 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| L | 1701 | |
| Q | 1701 | |
| U | 851 | |
| n | 851 | |
| f | 851 | |
| G | 849 | |
| A | 429 | 5.0% |
| R | 288 | 3.4% |
| e | 288 | 3.4% |
| c | 288 | 3.4% |
| Other values (2) | 423 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8520 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| L | 1701 | |
| Q | 1701 | |
| U | 851 | |
| n | 851 | |
| f | 851 | |
| G | 849 | |
| A | 429 | 5.0% |
| R | 288 | 3.4% |
| e | 288 | 3.4% |
| c | 288 | 3.4% |
| Other values (2) | 423 | 5.0% |
BsmtFinSF1
Real number (ℝ)
ZEROS
| Distinct | 991 |
|---|---|
| Distinct (%) | 34.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 441.4232351 |
| Minimum | 0 |
|---|---|
| Maximum | 5644 |
| Zeros | 929 |
| Zeros (%) | 31.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 368.5 |
| Q3 | 733 |
| 95-th percentile | 1274 |
| Maximum | 5644 |
| Range | 5644 |
| Interquartile range (IQR) | 733 |
Descriptive statistics
| Standard deviation | 455.6108259 |
|---|---|
| Coefficient of variation (CV) | 1.032140562 |
| Kurtosis | 6.904832097 |
| Mean | 441.4232351 |
| Median Absolute Deviation (MAD) | 368.5 |
| Skewness | 1.425722288 |
| Sum | 1288073 |
| Variance | 207581.2247 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 929 | |
| 24 | 27 | 0.9% |
| 16 | 14 | 0.5% |
| 300 | 9 | 0.3% |
| 20 | 8 | 0.3% |
| 600 | 8 | 0.3% |
| 384 | 8 | 0.3% |
| 288 | 8 | 0.3% |
| 500 | 7 | 0.2% |
| 602 | 7 | 0.2% |
| Other values (981) | 1893 |
| Value | Count | Frequency (%) |
| 0 | 929 | |
| 2 | 1 | < 0.1% |
| 16 | 14 | 0.5% |
| 20 | 8 | 0.3% |
| 24 | 27 | 0.9% |
| Value | Count | Frequency (%) |
| 5644 | 1 | |
| 4010 | 1 | |
| 2288 | 1 | |
| 2260 | 1 | |
| 2257 | 1 |
BsmtFinType2
Text
MISSING
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 80 |
| Missing (%) | 2.7% |
| Memory size | 45.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8517 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unf |
|---|---|
| 2nd row | Unf |
| 3rd row | Unf |
| 4th row | Unf |
| 5th row | Unf |
| Value | Count | Frequency (%) |
| unf | 2493 | |
| rec | 105 | 3.7% |
| lwq | 87 | 3.1% |
| blq | 68 | 2.4% |
| alq | 52 | 1.8% |
| glq | 34 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 2493 | |
| n | 2493 | |
| f | 2493 | |
| L | 241 | 2.8% |
| Q | 241 | 2.8% |
| R | 105 | 1.2% |
| e | 105 | 1.2% |
| c | 105 | 1.2% |
| w | 87 | 1.0% |
| B | 68 | 0.8% |
| Other values (2) | 86 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8517 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| U | 2493 | |
| n | 2493 | |
| f | 2493 | |
| L | 241 | 2.8% |
| Q | 241 | 2.8% |
| R | 105 | 1.2% |
| e | 105 | 1.2% |
| c | 105 | 1.2% |
| w | 87 | 1.0% |
| B | 68 | 0.8% |
| Other values (2) | 86 | 1.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8517 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| U | 2493 | |
| n | 2493 | |
| f | 2493 | |
| L | 241 | 2.8% |
| Q | 241 | 2.8% |
| R | 105 | 1.2% |
| e | 105 | 1.2% |
| c | 105 | 1.2% |
| w | 87 | 1.0% |
| B | 68 | 0.8% |
| Other values (2) | 86 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8517 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| U | 2493 | |
| n | 2493 | |
| f | 2493 | |
| L | 241 | 2.8% |
| Q | 241 | 2.8% |
| R | 105 | 1.2% |
| e | 105 | 1.2% |
| c | 105 | 1.2% |
| w | 87 | 1.0% |
| B | 68 | 0.8% |
| Other values (2) | 86 | 1.0% |
BsmtFinSF2
Real number (ℝ)
ZEROS
| Distinct | 272 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.58224812 |
| Minimum | 0 |
|---|---|
| Maximum | 1526 |
| Zeros | 2571 |
| Zeros (%) | 88.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 435 |
| Maximum | 1526 |
| Range | 1526 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 169.2056111 |
|---|---|
| Coefficient of variation (CV) | 3.412624831 |
| Kurtosis | 18.83653973 |
| Mean | 49.58224812 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.147455702 |
| Sum | 144681 |
| Variance | 28630.53883 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2571 | |
| 180 | 5 | 0.2% |
| 294 | 5 | 0.2% |
| 483 | 3 | 0.1% |
| 168 | 3 | 0.1% |
| 435 | 3 | 0.1% |
| 539 | 3 | 0.1% |
| 147 | 3 | 0.1% |
| 144 | 3 | 0.1% |
| 374 | 3 | 0.1% |
| Other values (262) | 316 | 10.8% |
| Value | Count | Frequency (%) |
| 0 | 2571 | |
| 6 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1526 | 1 | |
| 1474 | 1 | |
| 1393 | 1 | |
| 1164 | 1 | |
| 1127 | 1 |
BsmtUnfSF
Real number (ℝ)
ZEROS
| Distinct | 1135 |
|---|---|
| Distinct (%) | 38.9% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 560.7721042 |
| Minimum | 0 |
|---|---|
| Maximum | 2336 |
| Zeros | 241 |
| Zeros (%) | 8.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 220 |
| median | 467 |
| Q3 | 805.5 |
| 95-th percentile | 1474.9 |
| Maximum | 2336 |
| Range | 2336 |
| Interquartile range (IQR) | 585.5 |
Descriptive statistics
| Standard deviation | 439.5436594 |
|---|---|
| Coefficient of variation (CV) | 0.7838186959 |
| Kurtosis | 0.4036169063 |
| Mean | 560.7721042 |
| Median Absolute Deviation (MAD) | 280 |
| Skewness | 0.9198236977 |
| Sum | 1636333 |
| Variance | 193198.6285 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 241 | 8.3% |
| 384 | 19 | 0.7% |
| 728 | 14 | 0.5% |
| 672 | 13 | 0.4% |
| 600 | 12 | 0.4% |
| 572 | 11 | 0.4% |
| 100 | 11 | 0.4% |
| 216 | 11 | 0.4% |
| 816 | 11 | 0.4% |
| 270 | 10 | 0.3% |
| Other values (1125) | 2565 |
| Value | Count | Frequency (%) |
| 0 | 241 | |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2336 | 1 | |
| 2153 | 1 | |
| 2140 | 1 | |
| 2121 | 1 | |
| 2062 | 1 |
TotalBsmtSF
Real number (ℝ)
ZEROS
| Distinct | 1058 |
|---|---|
| Distinct (%) | 36.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1051.777587 |
| Minimum | 0 |
|---|---|
| Maximum | 6110 |
| Zeros | 78 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 455.25 |
| Q1 | 793 |
| median | 989.5 |
| Q3 | 1302 |
| 95-th percentile | 1776.15 |
| Maximum | 6110 |
| Range | 6110 |
| Interquartile range (IQR) | 509 |
Descriptive statistics
| Standard deviation | 440.7662581 |
|---|---|
| Coefficient of variation (CV) | 0.4190679317 |
| Kurtosis | 9.151099191 |
| Mean | 1051.777587 |
| Median Absolute Deviation (MAD) | 236.5 |
| Skewness | 1.162882475 |
| Sum | 3069087 |
| Variance | 194274.8943 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 78 | 2.7% |
| 864 | 74 | 2.5% |
| 672 | 29 | 1.0% |
| 912 | 26 | 0.9% |
| 1040 | 25 | 0.9% |
| 768 | 24 | 0.8% |
| 816 | 23 | 0.8% |
| 728 | 20 | 0.7% |
| 780 | 19 | 0.7% |
| 1008 | 19 | 0.7% |
| Other values (1048) | 2581 |
| Value | Count | Frequency (%) |
| 0 | 78 | |
| 105 | 1 | < 0.1% |
| 160 | 1 | < 0.1% |
| 173 | 1 | < 0.1% |
| 190 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 6110 | 1 | |
| 5095 | 1 | |
| 3206 | 1 | |
| 3200 | 1 | |
| 3138 | 1 |
Heating
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.000342583 |
| Min length | 4 |
Characters and Unicode
| Total characters | 11677 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | GasA |
|---|---|
| 2nd row | GasA |
| 3rd row | GasA |
| 4th row | GasA |
| 5th row | GasA |
| Value | Count | Frequency (%) |
| gasa | 2874 | |
| gasw | 27 | 0.9% |
| grav | 9 | 0.3% |
| wall | 6 | 0.2% |
| othw | 2 | 0.1% |
| floor | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2916 | |
| G | 2910 | |
| s | 2901 | |
| A | 2874 | |
| W | 35 | 0.3% |
| l | 13 | 0.1% |
| r | 10 | 0.1% |
| v | 9 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11677 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2916 | |
| G | 2910 | |
| s | 2901 | |
| A | 2874 | |
| W | 35 | 0.3% |
| l | 13 | 0.1% |
| r | 10 | 0.1% |
| v | 9 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11677 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2916 | |
| G | 2910 | |
| s | 2901 | |
| A | 2874 | |
| W | 35 | 0.3% |
| l | 13 | 0.1% |
| r | 10 | 0.1% |
| v | 9 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11677 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2916 | |
| G | 2910 | |
| s | 2901 | |
| A | 2874 | |
| W | 35 | 0.3% |
| l | 13 | 0.1% |
| r | 10 | 0.1% |
| v | 9 | 0.1% |
| O | 2 | < 0.1% |
| t | 2 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
HeatingQC
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5838 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ex |
|---|---|
| 2nd row | Ex |
| 3rd row | Ex |
| 4th row | Gd |
| 5th row | Ex |
| Value | Count | Frequency (%) |
| ex | 1493 | |
| ta | 857 | |
| gd | 474 | 16.2% |
| fa | 92 | 3.2% |
| po | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 1493 | |
| x | 1493 | |
| T | 857 | |
| A | 857 | |
| G | 474 | 8.1% |
| d | 474 | 8.1% |
| F | 92 | 1.6% |
| a | 92 | 1.6% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5838 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 1493 | |
| x | 1493 | |
| T | 857 | |
| A | 857 | |
| G | 474 | 8.1% |
| d | 474 | 8.1% |
| F | 92 | 1.6% |
| a | 92 | 1.6% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5838 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 1493 | |
| x | 1493 | |
| T | 857 | |
| A | 857 | |
| G | 474 | 8.1% |
| d | 474 | 8.1% |
| F | 92 | 1.6% |
| a | 92 | 1.6% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5838 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 1493 | |
| x | 1493 | |
| T | 857 | |
| A | 857 | |
| G | 474 | 8.1% |
| d | 474 | 8.1% |
| F | 92 | 1.6% |
| a | 92 | 1.6% |
| P | 3 | 0.1% |
| o | 3 | 0.1% |
CentralAir
Text
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2919 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
| Value | Count | Frequency (%) |
| y | 2723 | |
| n | 196 | 6.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 2723 | |
| N | 196 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2919 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Y | 2723 | |
| N | 196 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2919 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Y | 2723 | |
| N | 196 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2919 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Y | 2723 | |
| N | 196 | 6.7% |
Electrical
Text
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 45.6 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.999314599 |
| Min length | 3 |
Characters and Unicode
| Total characters | 14588 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | SBrkr |
|---|---|
| 2nd row | SBrkr |
| 3rd row | SBrkr |
| 4th row | SBrkr |
| 5th row | SBrkr |
| Value | Count | Frequency (%) |
| sbrkr | 2671 | |
| fusea | 188 | 6.4% |
| fusef | 50 | 1.7% |
| fusep | 8 | 0.3% |
| mix | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 5342 | |
| S | 2671 | |
| B | 2671 | |
| k | 2671 | |
| F | 296 | 2.0% |
| u | 246 | 1.7% |
| s | 246 | 1.7% |
| e | 246 | 1.7% |
| A | 188 | 1.3% |
| P | 8 | 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14588 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 5342 | |
| S | 2671 | |
| B | 2671 | |
| k | 2671 | |
| F | 296 | 2.0% |
| u | 246 | 1.7% |
| s | 246 | 1.7% |
| e | 246 | 1.7% |
| A | 188 | 1.3% |
| P | 8 | 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14588 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 5342 | |
| S | 2671 | |
| B | 2671 | |
| k | 2671 | |
| F | 296 | 2.0% |
| u | 246 | 1.7% |
| s | 246 | 1.7% |
| e | 246 | 1.7% |
| A | 188 | 1.3% |
| P | 8 | 0.1% |
| Other values (3) | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14588 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 5342 | |
| S | 2671 | |
| B | 2671 | |
| k | 2671 | |
| F | 296 | 2.0% |
| u | 246 | 1.7% |
| s | 246 | 1.7% |
| e | 246 | 1.7% |
| A | 188 | 1.3% |
| P | 8 | 0.1% |
| Other values (3) | 3 | < 0.1% |
1stFlrSF
Real number (ℝ)
| Distinct | 1083 |
|---|---|
| Distinct (%) | 37.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1159.581706 |
| Minimum | 334 |
|---|---|
| Maximum | 5095 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 665.9 |
| Q1 | 876 |
| median | 1082 |
| Q3 | 1387.5 |
| 95-th percentile | 1830.1 |
| Maximum | 5095 |
| Range | 4761 |
| Interquartile range (IQR) | 511.5 |
Descriptive statistics
| Standard deviation | 392.3620787 |
|---|---|
| Coefficient of variation (CV) | 0.3383651851 |
| Kurtosis | 6.956479038 |
| Mean | 1159.581706 |
| Median Absolute Deviation (MAD) | 235 |
| Skewness | 1.470360106 |
| Sum | 3384819 |
| Variance | 153948.0008 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 864 | 46 | 1.6% |
| 1040 | 28 | 1.0% |
| 912 | 19 | 0.7% |
| 848 | 18 | 0.6% |
| 816 | 18 | 0.6% |
| 960 | 18 | 0.6% |
| 672 | 17 | 0.6% |
| 894 | 17 | 0.6% |
| 936 | 17 | 0.6% |
| 546 | 15 | 0.5% |
| Other values (1073) | 2706 |
| Value | Count | Frequency (%) |
| 334 | 1 | |
| 372 | 1 | |
| 407 | 1 | |
| 432 | 1 | |
| 438 | 1 |
| Value | Count | Frequency (%) |
| 5095 | 1 | |
| 4692 | 1 | |
| 3820 | 1 | |
| 3228 | 1 | |
| 3138 | 1 |
2ndFlrSF
Real number (ℝ)
ZEROS
| Distinct | 635 |
|---|---|
| Distinct (%) | 21.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 336.4837273 |
| Minimum | 0 |
|---|---|
| Maximum | 2065 |
| Zeros | 1668 |
| Zeros (%) | 57.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 704 |
| 95-th percentile | 1131.2 |
| Maximum | 2065 |
| Range | 2065 |
| Interquartile range (IQR) | 704 |
Descriptive statistics
| Standard deviation | 428.7014555 |
|---|---|
| Coefficient of variation (CV) | 1.274062966 |
| Kurtosis | -0.4222606699 |
| Mean | 336.4837273 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8621178326 |
| Sum | 982196 |
| Variance | 183784.938 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1668 | |
| 546 | 23 | 0.8% |
| 728 | 18 | 0.6% |
| 504 | 17 | 0.6% |
| 720 | 13 | 0.4% |
| 600 | 13 | 0.4% |
| 672 | 13 | 0.4% |
| 896 | 11 | 0.4% |
| 886 | 10 | 0.3% |
| 756 | 9 | 0.3% |
| Other values (625) | 1124 |
| Value | Count | Frequency (%) |
| 0 | 1668 | |
| 110 | 1 | < 0.1% |
| 125 | 1 | < 0.1% |
| 144 | 1 | < 0.1% |
| 167 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2065 | 1 | |
| 1872 | 1 | |
| 1862 | 1 | |
| 1836 | 1 | |
| 1818 | 1 |
LowQualFinSF
Real number (ℝ)
ZEROS
| Distinct | 36 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.694415896 |
| Minimum | 0 |
|---|---|
| Maximum | 1064 |
| Zeros | 2879 |
| Zeros (%) | 98.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1064 |
| Range | 1064 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 46.39682452 |
|---|---|
| Coefficient of variation (CV) | 9.883407339 |
| Kurtosis | 174.9328124 |
| Mean | 4.694415896 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.09497719 |
| Sum | 13703 |
| Variance | 2152.665325 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 0 | 2879 | |
| 80 | 4 | 0.1% |
| 205 | 2 | 0.1% |
| 360 | 2 | 0.1% |
| 512 | 1 | < 0.1% |
| 697 | 1 | < 0.1% |
| 108 | 1 | < 0.1% |
| 312 | 1 | < 0.1% |
| 259 | 1 | < 0.1% |
| 514 | 1 | < 0.1% |
| Other values (26) | 26 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 2879 | |
| 53 | 1 | < 0.1% |
| 80 | 4 | 0.1% |
| 108 | 1 | < 0.1% |
| 114 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1064 | 1 | |
| 697 | 1 | |
| 572 | 1 | |
| 528 | 1 | |
| 515 | 1 |
GrLivArea
Real number (ℝ)
| Distinct | 1292 |
|---|---|
| Distinct (%) | 44.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1500.759849 |
| Minimum | 334 |
|---|---|
| Maximum | 5642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 861 |
| Q1 | 1126 |
| median | 1444 |
| Q3 | 1743.5 |
| 95-th percentile | 2464.2 |
| Maximum | 5642 |
| Range | 5308 |
| Interquartile range (IQR) | 617.5 |
Descriptive statistics
| Standard deviation | 506.0510451 |
|---|---|
| Coefficient of variation (CV) | 0.337196551 |
| Kurtosis | 4.121603735 |
| Mean | 1500.759849 |
| Median Absolute Deviation (MAD) | 313 |
| Skewness | 1.270010408 |
| Sum | 4380718 |
| Variance | 256087.6603 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 864 | 41 | 1.4% |
| 1092 | 26 | 0.9% |
| 1040 | 25 | 0.9% |
| 1456 | 20 | 0.7% |
| 1200 | 18 | 0.6% |
| 894 | 15 | 0.5% |
| 912 | 14 | 0.5% |
| 816 | 14 | 0.5% |
| 848 | 13 | 0.4% |
| 1728 | 13 | 0.4% |
| Other values (1282) | 2720 |
| Value | Count | Frequency (%) |
| 334 | 1 | |
| 407 | 1 | |
| 438 | 1 | |
| 480 | 1 | |
| 492 | 1 |
| Value | Count | Frequency (%) |
| 5642 | 1 | |
| 5095 | 1 | |
| 4676 | 1 | |
| 4476 | 1 | |
| 4316 | 1 |
BsmtFullBath
Real number (ℝ)
ZEROS
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4298937264 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 1705 |
| Zeros (%) | 58.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5247356337 |
|---|---|
| Coefficient of variation (CV) | 1.2206171 |
| Kurtosis | -0.7356934433 |
| Mean | 0.4298937264 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6240621985 |
| Sum | 1254 |
| Variance | 0.2753474853 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 0 | 1705 | |
| 1 | 1172 | |
| 2 | 38 | 1.3% |
| 3 | 2 | 0.1% |
| (Missing) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1705 | |
| 1 | 1172 | |
| 2 | 38 | 1.3% |
| 3 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.1% |
| 2 | 38 | 1.3% |
| 1 | 1172 | |
| 0 | 1705 |
BsmtHalfBath
Real number (ℝ)
ZEROS
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0613644155 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 2742 |
| Zeros (%) | 93.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2456869164 |
|---|---|
| Coefficient of variation (CV) | 4.003735951 |
| Kurtosis | 14.84807931 |
| Mean | 0.0613644155 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.932018208 |
| Sum | 179 |
| Variance | 0.06036206091 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| 0 | 2742 | |
| 1 | 171 | 5.9% |
| 2 | 4 | 0.1% |
| (Missing) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2742 | |
| 1 | 171 | 5.9% |
| 2 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 4 | 0.1% |
| 1 | 171 | 5.9% |
| 0 | 2742 |
FullBath
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.568002741 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 12 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5529692596 |
|---|---|
| Coefficient of variation (CV) | 0.3526583502 |
| Kurtosis | -0.5381293607 |
| Mean | 1.568002741 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.1676919182 |
| Sum | 4577 |
| Variance | 0.305775002 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) |
| 2 | 1530 | |
| 1 | 1309 | |
| 3 | 64 | 2.2% |
| 0 | 12 | 0.4% |
| 4 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 12 | 0.4% |
| 1 | 1309 | |
| 2 | 1530 | |
| 3 | 64 | 2.2% |
| 4 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 4 | 4 | 0.1% |
| 3 | 64 | 2.2% |
| 2 | 1530 | |
| 1 | 1309 | |
| 0 | 12 | 0.4% |
HalfBath
Real number (ℝ)
ZEROS
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3802672148 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 1834 |
| Zeros (%) | 62.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5028716002 |
|---|---|
| Coefficient of variation (CV) | 1.322416397 |
| Kurtosis | -1.03344648 |
| Mean | 0.3802672148 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6949236493 |
| Sum | 1110 |
| Variance | 0.2528798463 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=3)
| Value | Count | Frequency (%) |
| 0 | 1834 | |
| 1 | 1060 | |
| 2 | 25 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 1834 | |
| 1 | 1060 | |
| 2 | 25 | 0.9% |
| Value | Count | Frequency (%) |
| 2 | 25 | 0.9% |
| 1 | 1060 | |
| 0 | 1834 |
BedroomAbvGr
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.860226105 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 8 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8226931007 |
|---|---|
| Coefficient of variation (CV) | 0.2876321908 |
| Kurtosis | 1.941403748 |
| Mean | 2.860226105 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3264921493 |
| Sum | 8349 |
| Variance | 0.6768239379 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 3 | 1596 | |
| 2 | 742 | |
| 4 | 400 | 13.7% |
| 1 | 103 | 3.5% |
| 5 | 48 | 1.6% |
| 6 | 21 | 0.7% |
| 0 | 8 | 0.3% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 8 | 0.3% |
| 1 | 103 | 3.5% |
| 2 | 742 | |
| 3 | 1596 | |
| 4 | 400 | 13.7% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 6 | 21 | 0.7% |
| 5 | 48 | 1.6% |
| 4 | 400 | 13.7% |
| 3 | 1596 |
KitchenAbvGr
Real number (ℝ)
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0445358 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2144620012 |
|---|---|
| Coefficient of variation (CV) | 0.2053179999 |
| Kurtosis | 19.77793659 |
| Mean | 1.0445358 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.304466642 |
| Sum | 3049 |
| Variance | 0.04599394997 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=4)
| Value | Count | Frequency (%) |
| 1 | 2785 | |
| 2 | 129 | 4.4% |
| 0 | 3 | 0.1% |
| 3 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.1% |
| 1 | 2785 | |
| 2 | 129 | 4.4% |
| 3 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.1% |
| 2 | 129 | 4.4% |
| 1 | 2785 | |
| 0 | 3 | 0.1% |
KitchenQual
Text
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5836 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gd |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | Gd |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| ta | 1492 | |
| gd | 1151 | |
| ex | 205 | 7.0% |
| fa | 70 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1492 | |
| A | 1492 | |
| G | 1151 | |
| d | 1151 | |
| E | 205 | 3.5% |
| x | 205 | 3.5% |
| F | 70 | 1.2% |
| a | 70 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5836 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 1492 | |
| A | 1492 | |
| G | 1151 | |
| d | 1151 | |
| E | 205 | 3.5% |
| x | 205 | 3.5% |
| F | 70 | 1.2% |
| a | 70 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5836 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 1492 | |
| A | 1492 | |
| G | 1151 | |
| d | 1151 | |
| E | 205 | 3.5% |
| x | 205 | 3.5% |
| F | 70 | 1.2% |
| a | 70 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5836 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 1492 | |
| A | 1492 | |
| G | 1151 | |
| d | 1151 | |
| E | 205 | 3.5% |
| x | 205 | 3.5% |
| F | 70 | 1.2% |
| a | 70 | 1.2% |
TotRmsAbvGrd
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.451524495 |
| Minimum | 2 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 15 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.569379144 |
|---|---|
| Coefficient of variation (CV) | 0.2432571007 |
| Kurtosis | 1.169063585 |
| Mean | 6.451524495 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7587568677 |
| Sum | 18832 |
| Variance | 2.462950897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 6 | 844 | |
| 7 | 649 | |
| 5 | 583 | |
| 8 | 347 | |
| 4 | 196 | 6.7% |
| 9 | 143 | 4.9% |
| 10 | 80 | 2.7% |
| 11 | 32 | 1.1% |
| 3 | 25 | 0.9% |
| 12 | 16 | 0.5% |
| Other values (4) | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 25 | 0.9% |
| 4 | 196 | 6.7% |
| 5 | 583 | |
| 6 | 844 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 16 | |
| 11 | 32 |
Functional
Text
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 2 |
| Missing (%) | 0.1% |
| Memory size | 45.6 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.055879328 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8914 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Typ |
|---|---|
| 2nd row | Typ |
| 3rd row | Typ |
| 4th row | Typ |
| 5th row | Typ |
| Value | Count | Frequency (%) |
| typ | 2717 | |
| min2 | 70 | 2.4% |
| min1 | 65 | 2.2% |
| mod | 35 | 1.2% |
| maj1 | 19 | 0.7% |
| maj2 | 9 | 0.3% |
| sev | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 2717 | |
| y | 2717 | |
| p | 2717 | |
| M | 198 | 2.2% |
| i | 135 | 1.5% |
| n | 135 | 1.5% |
| 1 | 84 | 0.9% |
| 2 | 79 | 0.9% |
| o | 35 | 0.4% |
| d | 35 | 0.4% |
| Other values (5) | 62 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8914 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 2717 | |
| y | 2717 | |
| p | 2717 | |
| M | 198 | 2.2% |
| i | 135 | 1.5% |
| n | 135 | 1.5% |
| 1 | 84 | 0.9% |
| 2 | 79 | 0.9% |
| o | 35 | 0.4% |
| d | 35 | 0.4% |
| Other values (5) | 62 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8914 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 2717 | |
| y | 2717 | |
| p | 2717 | |
| M | 198 | 2.2% |
| i | 135 | 1.5% |
| n | 135 | 1.5% |
| 1 | 84 | 0.9% |
| 2 | 79 | 0.9% |
| o | 35 | 0.4% |
| d | 35 | 0.4% |
| Other values (5) | 62 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8914 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 2717 | |
| y | 2717 | |
| p | 2717 | |
| M | 198 | 2.2% |
| i | 135 | 1.5% |
| n | 135 | 1.5% |
| 1 | 84 | 0.9% |
| 2 | 79 | 0.9% |
| o | 35 | 0.4% |
| d | 35 | 0.4% |
| Other values (5) | 62 | 0.7% |
Fireplaces
Real number (ℝ)
ZEROS
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5971223022 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 1420 |
| Zeros (%) | 48.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.646129359 |
|---|---|
| Coefficient of variation (CV) | 1.082072059 |
| Kurtosis | 0.07642384076 |
| Mean | 0.5971223022 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7338717709 |
| Sum | 1743 |
| Variance | 0.4174831485 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) |
| 0 | 1420 | |
| 1 | 1268 | |
| 2 | 219 | 7.5% |
| 3 | 11 | 0.4% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1420 | |
| 1 | 1268 | |
| 2 | 219 | 7.5% |
| 3 | 11 | 0.4% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 3 | 11 | 0.4% |
| 2 | 219 | 7.5% |
| 1 | 1268 | |
| 0 | 1420 |
FireplaceQu
Text
MISSING
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1420 |
| Missing (%) | 48.6% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2998 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | Gd |
| 4th row | TA |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| gd | 744 | |
| ta | 592 | |
| fa | 74 | 4.9% |
| po | 46 | 3.1% |
| ex | 43 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| G | 744 | |
| d | 744 | |
| T | 592 | |
| A | 592 | |
| F | 74 | 2.5% |
| a | 74 | 2.5% |
| P | 46 | 1.5% |
| o | 46 | 1.5% |
| E | 43 | 1.4% |
| x | 43 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2998 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| G | 744 | |
| d | 744 | |
| T | 592 | |
| A | 592 | |
| F | 74 | 2.5% |
| a | 74 | 2.5% |
| P | 46 | 1.5% |
| o | 46 | 1.5% |
| E | 43 | 1.4% |
| x | 43 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2998 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| G | 744 | |
| d | 744 | |
| T | 592 | |
| A | 592 | |
| F | 74 | 2.5% |
| a | 74 | 2.5% |
| P | 46 | 1.5% |
| o | 46 | 1.5% |
| E | 43 | 1.4% |
| x | 43 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2998 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| G | 744 | |
| d | 744 | |
| T | 592 | |
| A | 592 | |
| F | 74 | 2.5% |
| a | 74 | 2.5% |
| P | 46 | 1.5% |
| o | 46 | 1.5% |
| E | 43 | 1.4% |
| x | 43 | 1.4% |
GarageType
Text
MISSING
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 157 |
| Missing (%) | 5.4% |
| Memory size | 45.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.085807386 |
| Min length | 6 |
Characters and Unicode
| Total characters | 16809 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Attchd |
|---|---|
| 2nd row | Attchd |
| 3rd row | Attchd |
| 4th row | Detchd |
| 5th row | Attchd |
| Value | Count | Frequency (%) |
| attchd | 1723 | |
| detchd | 779 | |
| builtin | 186 | 6.7% |
| basment | 36 | 1.3% |
| 2types | 23 | 0.8% |
| carport | 15 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 4462 | |
| c | 2502 | |
| h | 2502 | |
| d | 2502 | |
| A | 1723 | 10.3% |
| e | 838 | 5.0% |
| D | 779 | 4.6% |
| n | 222 | 1.3% |
| B | 222 | 1.3% |
| u | 186 | 1.1% |
| Other values (14) | 871 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16809 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 4462 | |
| c | 2502 | |
| h | 2502 | |
| d | 2502 | |
| A | 1723 | 10.3% |
| e | 838 | 5.0% |
| D | 779 | 4.6% |
| n | 222 | 1.3% |
| B | 222 | 1.3% |
| u | 186 | 1.1% |
| Other values (14) | 871 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16809 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 4462 | |
| c | 2502 | |
| h | 2502 | |
| d | 2502 | |
| A | 1723 | 10.3% |
| e | 838 | 5.0% |
| D | 779 | 4.6% |
| n | 222 | 1.3% |
| B | 222 | 1.3% |
| u | 186 | 1.1% |
| Other values (14) | 871 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16809 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 4462 | |
| c | 2502 | |
| h | 2502 | |
| d | 2502 | |
| A | 1723 | 10.3% |
| e | 838 | 5.0% |
| D | 779 | 4.6% |
| n | 222 | 1.3% |
| B | 222 | 1.3% |
| u | 186 | 1.1% |
| Other values (14) | 871 | 5.2% |
GarageYrBlt
Real number (ℝ)
MISSING
| Distinct | 103 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 159 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1978.113406 |
| Minimum | 1895 |
|---|---|
| Maximum | 2207 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 1895 |
|---|---|
| 5-th percentile | 1928 |
| Q1 | 1960 |
| median | 1979 |
| Q3 | 2002 |
| 95-th percentile | 2007 |
| Maximum | 2207 |
| Range | 312 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 25.57428472 |
|---|---|
| Coefficient of variation (CV) | 0.01292862414 |
| Kurtosis | 1.809844718 |
| Mean | 1978.113406 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.382150161 |
| Sum | 5459593 |
| Variance | 654.0440391 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2005 | 142 | 4.9% |
| 2007 | 115 | 3.9% |
| 2006 | 115 | 3.9% |
| 2004 | 99 | 3.4% |
| 2003 | 92 | 3.2% |
| 1977 | 66 | 2.3% |
| 2008 | 61 | 2.1% |
| 1998 | 58 | 2.0% |
| 2000 | 55 | 1.9% |
| 1999 | 54 | 1.8% |
| Other values (93) | 1903 | |
| (Missing) | 159 | 5.4% |
| Value | Count | Frequency (%) |
| 1895 | 1 | < 0.1% |
| 1896 | 1 | < 0.1% |
| 1900 | 6 | |
| 1906 | 1 | < 0.1% |
| 1908 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2207 | 1 | < 0.1% |
| 2010 | 5 | 0.2% |
| 2009 | 29 | 1.0% |
| 2008 | 61 | |
| 2007 | 115 |
GarageFinish
Text
MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 159 |
| Missing (%) | 5.4% |
| Memory size | 45.6 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8280 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RFn |
|---|---|
| 2nd row | RFn |
| 3rd row | RFn |
| 4th row | Unf |
| 5th row | RFn |
| Value | Count | Frequency (%) |
| unf | 1230 | |
| rfn | 811 | |
| fin | 719 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2760 | |
| F | 1530 | |
| U | 1230 | |
| f | 1230 | |
| R | 811 | 9.8% |
| i | 719 | 8.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8280 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 2760 | |
| F | 1530 | |
| U | 1230 | |
| f | 1230 | |
| R | 811 | 9.8% |
| i | 719 | 8.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8280 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 2760 | |
| F | 1530 | |
| U | 1230 | |
| f | 1230 | |
| R | 811 | 9.8% |
| i | 719 | 8.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8280 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 2760 | |
| F | 1530 | |
| U | 1230 | |
| f | 1230 | |
| R | 811 | 9.8% |
| i | 719 | 8.7% |
GarageCars
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.766620973 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 157 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7616243226 |
|---|---|
| Coefficient of variation (CV) | 0.4311192577 |
| Kurtosis | 0.2381978193 |
| Mean | 1.766620973 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.2183727666 |
| Sum | 5155 |
| Variance | 0.5800716088 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2 | 1594 | |
| 1 | 776 | |
| 3 | 374 | 12.8% |
| 0 | 157 | 5.4% |
| 4 | 16 | 0.5% |
| 5 | 1 | < 0.1% |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 157 | 5.4% |
| 1 | 776 | |
| 2 | 1594 | |
| 3 | 374 | 12.8% |
| 4 | 16 | 0.5% |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 4 | 16 | 0.5% |
| 3 | 374 | 12.8% |
| 2 | 1594 | |
| 1 | 776 |
GarageArea
Real number (ℝ)
ZEROS
| Distinct | 603 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 472.8745716 |
| Minimum | 0 |
|---|---|
| Maximum | 1488 |
| Zeros | 157 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 320 |
| median | 480 |
| Q3 | 576 |
| 95-th percentile | 856.15 |
| Maximum | 1488 |
| Range | 1488 |
| Interquartile range (IQR) | 256 |
Descriptive statistics
| Standard deviation | 215.394815 |
|---|---|
| Coefficient of variation (CV) | 0.4555009466 |
| Kurtosis | 0.9397829054 |
| Mean | 472.8745716 |
| Median Absolute Deviation (MAD) | 124 |
| Skewness | 0.2413005173 |
| Sum | 1379848 |
| Variance | 46394.92633 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 157 | 5.4% |
| 576 | 97 | 3.3% |
| 440 | 96 | 3.3% |
| 240 | 69 | 2.4% |
| 484 | 68 | 2.3% |
| 528 | 65 | 2.2% |
| 400 | 58 | 2.0% |
| 480 | 54 | 1.8% |
| 264 | 51 | 1.7% |
| 288 | 50 | 1.7% |
| Other values (593) | 2153 |
| Value | Count | Frequency (%) |
| 0 | 157 | |
| 100 | 1 | < 0.1% |
| 160 | 3 | 0.1% |
| 162 | 2 | 0.1% |
| 164 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1488 | 1 | |
| 1418 | 1 | |
| 1390 | 1 | |
| 1356 | 1 | |
| 1348 | 1 |
GarageQual
Text
MISSING
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 159 |
| Missing (%) | 5.4% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5520 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 2604 | |
| fa | 124 | 4.5% |
| gd | 24 | 0.9% |
| po | 5 | 0.2% |
| ex | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 2604 | |
| A | 2604 | |
| F | 124 | 2.2% |
| a | 124 | 2.2% |
| G | 24 | 0.4% |
| d | 24 | 0.4% |
| P | 5 | 0.1% |
| o | 5 | 0.1% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5520 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 2604 | |
| A | 2604 | |
| F | 124 | 2.2% |
| a | 124 | 2.2% |
| G | 24 | 0.4% |
| d | 24 | 0.4% |
| P | 5 | 0.1% |
| o | 5 | 0.1% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5520 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 2604 | |
| A | 2604 | |
| F | 124 | 2.2% |
| a | 124 | 2.2% |
| G | 24 | 0.4% |
| d | 24 | 0.4% |
| P | 5 | 0.1% |
| o | 5 | 0.1% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5520 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 2604 | |
| A | 2604 | |
| F | 124 | 2.2% |
| a | 124 | 2.2% |
| G | 24 | 0.4% |
| d | 24 | 0.4% |
| P | 5 | 0.1% |
| o | 5 | 0.1% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
GarageCond
Text
MISSING
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 159 |
| Missing (%) | 5.4% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5520 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | TA |
|---|---|
| 2nd row | TA |
| 3rd row | TA |
| 4th row | TA |
| 5th row | TA |
| Value | Count | Frequency (%) |
| ta | 2654 | |
| fa | 74 | 2.7% |
| gd | 15 | 0.5% |
| po | 14 | 0.5% |
| ex | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 2654 | |
| A | 2654 | |
| F | 74 | 1.3% |
| a | 74 | 1.3% |
| G | 15 | 0.3% |
| d | 15 | 0.3% |
| P | 14 | 0.3% |
| o | 14 | 0.3% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5520 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 2654 | |
| A | 2654 | |
| F | 74 | 1.3% |
| a | 74 | 1.3% |
| G | 15 | 0.3% |
| d | 15 | 0.3% |
| P | 14 | 0.3% |
| o | 14 | 0.3% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5520 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 2654 | |
| A | 2654 | |
| F | 74 | 1.3% |
| a | 74 | 1.3% |
| G | 15 | 0.3% |
| d | 15 | 0.3% |
| P | 14 | 0.3% |
| o | 14 | 0.3% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5520 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 2654 | |
| A | 2654 | |
| F | 74 | 1.3% |
| a | 74 | 1.3% |
| G | 15 | 0.3% |
| d | 15 | 0.3% |
| P | 14 | 0.3% |
| o | 14 | 0.3% |
| E | 3 | 0.1% |
| x | 3 | 0.1% |
PavedDrive
Text
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2919 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Y |
|---|---|
| 2nd row | Y |
| 3rd row | Y |
| 4th row | Y |
| 5th row | Y |
| Value | Count | Frequency (%) |
| y | 2641 | |
| n | 216 | 7.4% |
| p | 62 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 2641 | |
| N | 216 | 7.4% |
| P | 62 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2919 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| Y | 2641 | |
| N | 216 | 7.4% |
| P | 62 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2919 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| Y | 2641 | |
| N | 216 | 7.4% |
| P | 62 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2919 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| Y | 2641 | |
| N | 216 | 7.4% |
| P | 62 | 2.1% |
WoodDeckSF
Real number (ℝ)
ZEROS
| Distinct | 379 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.70983213 |
| Minimum | 0 |
|---|---|
| Maximum | 1424 |
| Zeros | 1523 |
| Zeros (%) | 52.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 168 |
| 95-th percentile | 328 |
| Maximum | 1424 |
| Range | 1424 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 126.5265893 |
|---|---|
| Coefficient of variation (CV) | 1.350195454 |
| Kurtosis | 6.74155019 |
| Mean | 93.70983213 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.843380213 |
| Sum | 273539 |
| Variance | 16008.9778 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1523 | |
| 100 | 74 | 2.5% |
| 192 | 70 | 2.4% |
| 144 | 61 | 2.1% |
| 168 | 56 | 1.9% |
| 120 | 53 | 1.8% |
| 140 | 29 | 1.0% |
| 240 | 20 | 0.7% |
| 224 | 19 | 0.7% |
| 160 | 17 | 0.6% |
| Other values (369) | 997 |
| Value | Count | Frequency (%) |
| 0 | 1523 | |
| 4 | 1 | < 0.1% |
| 12 | 2 | 0.1% |
| 14 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1424 | 1 | |
| 870 | 1 | |
| 857 | 1 | |
| 736 | 1 | |
| 728 | 1 |
OpenPorchSF
Real number (ℝ)
ZEROS
| Distinct | 252 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.48681055 |
| Minimum | 0 |
|---|---|
| Maximum | 742 |
| Zeros | 1298 |
| Zeros (%) | 44.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 26 |
| Q3 | 70 |
| 95-th percentile | 183.1 |
| Maximum | 742 |
| Range | 742 |
| Interquartile range (IQR) | 70 |
Descriptive statistics
| Standard deviation | 67.57549339 |
|---|---|
| Coefficient of variation (CV) | 1.423037105 |
| Kurtosis | 10.93735252 |
| Mean | 47.48681055 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | 2.536417316 |
| Sum | 138614 |
| Variance | 4566.447307 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1298 | |
| 36 | 52 | 1.8% |
| 48 | 51 | 1.7% |
| 40 | 44 | 1.5% |
| 32 | 38 | 1.3% |
| 24 | 36 | 1.2% |
| 28 | 35 | 1.2% |
| 20 | 33 | 1.1% |
| 30 | 31 | 1.1% |
| 50 | 29 | 1.0% |
| Other values (242) | 1272 |
| Value | Count | Frequency (%) |
| 0 | 1298 | |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 742 | 1 | |
| 570 | 1 | |
| 547 | 1 | |
| 523 | 1 | |
| 502 | 1 |
EnclosedPorch
Real number (ℝ)
ZEROS
| Distinct | 183 |
|---|---|
| Distinct (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.09832134 |
| Minimum | 0 |
|---|---|
| Maximum | 1012 |
| Zeros | 2460 |
| Zeros (%) | 84.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 176 |
| Maximum | 1012 |
| Range | 1012 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 64.24424559 |
|---|---|
| Coefficient of variation (CV) | 2.78133829 |
| Kurtosis | 28.37790892 |
| Mean | 23.09832134 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.005950071 |
| Sum | 67424 |
| Variance | 4127.323092 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2460 | |
| 112 | 22 | 0.8% |
| 96 | 13 | 0.4% |
| 144 | 11 | 0.4% |
| 192 | 10 | 0.3% |
| 168 | 9 | 0.3% |
| 120 | 9 | 0.3% |
| 84 | 8 | 0.3% |
| 116 | 8 | 0.3% |
| 40 | 8 | 0.3% |
| Other values (173) | 361 | 12.4% |
| Value | Count | Frequency (%) |
| 0 | 2460 | |
| 16 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 20 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1012 | 1 | |
| 584 | 1 | |
| 552 | 1 | |
| 432 | 1 | |
| 429 | 1 |
3SsnPorch
Real number (ℝ)
ZEROS
| Distinct | 31 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.602261048 |
| Minimum | 0 |
|---|---|
| Maximum | 508 |
| Zeros | 2882 |
| Zeros (%) | 98.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 508 |
| Range | 508 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 25.18816933 |
|---|---|
| Coefficient of variation (CV) | 9.679339952 |
| Kurtosis | 149.4098343 |
| Mean | 2.602261048 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.38191439 |
| Sum | 7596 |
| Variance | 634.4438743 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0 | 2882 | |
| 168 | 3 | 0.1% |
| 153 | 3 | 0.1% |
| 144 | 2 | 0.1% |
| 216 | 2 | 0.1% |
| 180 | 2 | 0.1% |
| 140 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 176 | 1 | < 0.1% |
| 219 | 1 | < 0.1% |
| Other values (21) | 21 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 2882 | |
| 23 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 508 | 1 | |
| 407 | 1 | |
| 360 | 1 | |
| 323 | 1 | |
| 320 | 1 |
ScreenPorch
Real number (ℝ)
ZEROS
| Distinct | 121 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.06235012 |
| Minimum | 0 |
|---|---|
| Maximum | 576 |
| Zeros | 2663 |
| Zeros (%) | 91.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 161 |
| Maximum | 576 |
| Range | 576 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 56.18436511 |
|---|---|
| Coefficient of variation (CV) | 3.497891946 |
| Kurtosis | 17.77670361 |
| Mean | 16.06235012 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.948723141 |
| Sum | 46886 |
| Variance | 3156.682883 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2663 | |
| 144 | 13 | 0.4% |
| 192 | 11 | 0.4% |
| 168 | 10 | 0.3% |
| 120 | 9 | 0.3% |
| 216 | 8 | 0.3% |
| 200 | 7 | 0.2% |
| 180 | 7 | 0.2% |
| 160 | 6 | 0.2% |
| 224 | 6 | 0.2% |
| Other values (111) | 179 | 6.1% |
| Value | Count | Frequency (%) |
| 0 | 2663 | |
| 40 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 576 | 1 | |
| 490 | 1 | |
| 480 | 1 | |
| 440 | 1 | |
| 410 | 1 |
PoolArea
Real number (ℝ)
ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.251798561 |
| Minimum | 0 |
|---|---|
| Maximum | 800 |
| Zeros | 2906 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 800 |
| Range | 800 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 35.66394597 |
|---|---|
| Coefficient of variation (CV) | 15.83798239 |
| Kurtosis | 298.6331436 |
| Mean | 2.251798561 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.90701724 |
| Sum | 6573 |
| Variance | 1271.917042 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 2906 | |
| 512 | 1 | < 0.1% |
| 648 | 1 | < 0.1% |
| 576 | 1 | < 0.1% |
| 555 | 1 | < 0.1% |
| 480 | 1 | < 0.1% |
| 519 | 1 | < 0.1% |
| 738 | 1 | < 0.1% |
| 144 | 1 | < 0.1% |
| 368 | 1 | < 0.1% |
| Other values (4) | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2906 | |
| 144 | 1 | < 0.1% |
| 228 | 1 | < 0.1% |
| 368 | 1 | < 0.1% |
| 444 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 800 | 1 | |
| 738 | 1 | |
| 648 | 1 | |
| 576 | 1 | |
| 561 | 1 |
PoolQC
Text
MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 2909 |
| Missing (%) | 99.7% |
| Memory size | 45.6 KiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 20 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ex |
|---|---|
| 2nd row | Fa |
| 3rd row | Gd |
| 4th row | Ex |
| 5th row | Gd |
| Value | Count | Frequency (%) |
| ex | 4 | |
| gd | 4 | |
| fa | 2 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 4 | |
| x | 4 | |
| G | 4 | |
| d | 4 | |
| F | 2 | |
| a | 2 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 4 | |
| x | 4 | |
| G | 4 | |
| d | 4 | |
| F | 2 | |
| a | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 4 | |
| x | 4 | |
| G | 4 | |
| d | 4 | |
| F | 2 | |
| a | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 4 | |
| x | 4 | |
| G | 4 | |
| d | 4 | |
| F | 2 | |
| a | 2 |
Fence
Text
MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 2348 |
| Missing (%) | 80.4% |
| Memory size | 45.6 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.782837128 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2731 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MnPrv |
|---|---|
| 2nd row | GdWo |
| 3rd row | GdPrv |
| 4th row | MnPrv |
| 5th row | GdPrv |
| Value | Count | Frequency (%) |
| mnprv | 329 | |
| gdprv | 118 | 20.7% |
| gdwo | 112 | 19.6% |
| mnww | 12 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 447 | |
| r | 447 | |
| v | 447 | |
| M | 341 | |
| n | 341 | |
| G | 230 | |
| d | 230 | |
| W | 124 | 4.5% |
| o | 112 | 4.1% |
| w | 12 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2731 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 447 | |
| r | 447 | |
| v | 447 | |
| M | 341 | |
| n | 341 | |
| G | 230 | |
| d | 230 | |
| W | 124 | 4.5% |
| o | 112 | 4.1% |
| w | 12 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2731 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 447 | |
| r | 447 | |
| v | 447 | |
| M | 341 | |
| n | 341 | |
| G | 230 | |
| d | 230 | |
| W | 124 | 4.5% |
| o | 112 | 4.1% |
| w | 12 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2731 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 447 | |
| r | 447 | |
| v | 447 | |
| M | 341 | |
| n | 341 | |
| G | 230 | |
| d | 230 | |
| W | 124 | 4.5% |
| o | 112 | 4.1% |
| w | 12 | 0.4% |
MiscFeature
Text
MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 2814 |
| Missing (%) | 96.4% |
| Memory size | 45.6 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 420 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | Shed |
|---|---|
| 2nd row | Shed |
| 3rd row | Shed |
| 4th row | Shed |
| 5th row | Shed |
| Value | Count | Frequency (%) |
| shed | 95 | |
| gar2 | 5 | 4.8% |
| othr | 4 | 3.8% |
| tenc | 1 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| h | 99 | |
| e | 96 | |
| S | 95 | |
| d | 95 | |
| r | 9 | 2.1% |
| G | 5 | 1.2% |
| a | 5 | 1.2% |
| 2 | 5 | 1.2% |
| O | 4 | 1.0% |
| t | 4 | 1.0% |
| Other values (3) | 3 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 420 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| h | 99 | |
| e | 96 | |
| S | 95 | |
| d | 95 | |
| r | 9 | 2.1% |
| G | 5 | 1.2% |
| a | 5 | 1.2% |
| 2 | 5 | 1.2% |
| O | 4 | 1.0% |
| t | 4 | 1.0% |
| Other values (3) | 3 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 420 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| h | 99 | |
| e | 96 | |
| S | 95 | |
| d | 95 | |
| r | 9 | 2.1% |
| G | 5 | 1.2% |
| a | 5 | 1.2% |
| 2 | 5 | 1.2% |
| O | 4 | 1.0% |
| t | 4 | 1.0% |
| Other values (3) | 3 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 420 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| h | 99 | |
| e | 96 | |
| S | 95 | |
| d | 95 | |
| r | 9 | 2.1% |
| G | 5 | 1.2% |
| a | 5 | 1.2% |
| 2 | 5 | 1.2% |
| O | 4 | 1.0% |
| t | 4 | 1.0% |
| Other values (3) | 3 | 0.7% |
MiscVal
Real number (ℝ)
SKEWED ZEROS
| Distinct | 38 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.8259678 |
| Minimum | 0 |
|---|---|
| Maximum | 17000 |
| Zeros | 2816 |
| Zeros (%) | 96.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 17000 |
| Range | 17000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 567.4022106 |
|---|---|
| Coefficient of variation (CV) | 11.16362826 |
| Kurtosis | 564.0745818 |
| Mean | 50.8259678 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.95848032 |
| Sum | 148361 |
| Variance | 321945.2685 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 0 | 2816 | |
| 400 | 18 | 0.6% |
| 500 | 13 | 0.4% |
| 450 | 9 | 0.3% |
| 600 | 8 | 0.3% |
| 2000 | 7 | 0.2% |
| 700 | 7 | 0.2% |
| 1500 | 3 | 0.1% |
| 650 | 3 | 0.1% |
| 1200 | 3 | 0.1% |
| Other values (28) | 32 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 2816 | |
| 54 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 300 | 1 | < 0.1% |
| 350 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 17000 | 1 | |
| 15500 | 1 | |
| 12500 | 1 | |
| 8300 | 1 | |
| 6500 | 1 |
MoSold
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.213086674 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.714761774 |
|---|---|
| Coefficient of variation (CV) | 0.4369425242 |
| Kurtosis | -0.454336588 |
| Mean | 6.213086674 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.195984669 |
| Sum | 18136 |
| Variance | 7.36993149 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 6 | 503 | |
| 7 | 446 | |
| 5 | 394 | |
| 4 | 279 | |
| 8 | 233 | |
| 3 | 232 | |
| 10 | 173 | 5.9% |
| 9 | 158 | 5.4% |
| 11 | 142 | 4.9% |
| 2 | 133 | 4.6% |
| Other values (2) | 226 |
| Value | Count | Frequency (%) |
| 1 | 122 | 4.2% |
| 2 | 133 | 4.6% |
| 3 | 232 | |
| 4 | 279 | |
| 5 | 394 |
| Value | Count | Frequency (%) |
| 12 | 104 | |
| 11 | 142 | |
| 10 | 173 | |
| 9 | 158 | |
| 8 | 233 |
YrSold
Real number (ℝ)
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2007.792737 |
| Minimum | 2006 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 2006 |
|---|---|
| 5-th percentile | 2006 |
| Q1 | 2007 |
| median | 2008 |
| Q3 | 2009 |
| 95-th percentile | 2010 |
| Maximum | 2010 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.314964489 |
|---|---|
| Coefficient of variation (CV) | 0.0006549303942 |
| Kurtosis | -1.155146558 |
| Mean | 2007.792737 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.1324668957 |
| Sum | 5860747 |
| Variance | 1.729131607 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) |
| 2007 | 692 | |
| 2009 | 647 | |
| 2008 | 622 | |
| 2006 | 619 | |
| 2010 | 339 |
| Value | Count | Frequency (%) |
| 2006 | 619 | |
| 2007 | 692 | |
| 2008 | 622 | |
| 2009 | 647 | |
| 2010 | 339 |
| Value | Count | Frequency (%) |
| 2010 | 339 | |
| 2009 | 647 | |
| 2008 | 622 | |
| 2007 | 692 | |
| 2006 | 619 |
SaleType
Text
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 45.6 KiB |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.16415353 |
| Min length | 2 |
Characters and Unicode
| Total characters | 6315 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | WD |
|---|---|
| 2nd row | WD |
| 3rd row | WD |
| 4th row | WD |
| 5th row | WD |
| Value | Count | Frequency (%) |
| wd | 2525 | |
| new | 239 | 8.2% |
| cod | 87 | 3.0% |
| conld | 26 | 0.9% |
| cwd | 12 | 0.4% |
| conli | 9 | 0.3% |
| conlw | 8 | 0.3% |
| oth | 7 | 0.2% |
| con | 5 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 2650 | |
| W | 2537 | |
| w | 247 | 3.9% |
| N | 239 | 3.8% |
| e | 239 | 3.8% |
| C | 147 | 2.3% |
| O | 94 | 1.5% |
| o | 48 | 0.8% |
| n | 48 | 0.8% |
| L | 43 | 0.7% |
| Other values (3) | 23 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6315 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 2650 | |
| W | 2537 | |
| w | 247 | 3.9% |
| N | 239 | 3.8% |
| e | 239 | 3.8% |
| C | 147 | 2.3% |
| O | 94 | 1.5% |
| o | 48 | 0.8% |
| n | 48 | 0.8% |
| L | 43 | 0.7% |
| Other values (3) | 23 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6315 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 2650 | |
| W | 2537 | |
| w | 247 | 3.9% |
| N | 239 | 3.8% |
| e | 239 | 3.8% |
| C | 147 | 2.3% |
| O | 94 | 1.5% |
| o | 48 | 0.8% |
| n | 48 | 0.8% |
| L | 43 | 0.7% |
| Other values (3) | 23 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6315 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 2650 | |
| W | 2537 | |
| w | 247 | 3.9% |
| N | 239 | 3.8% |
| e | 239 | 3.8% |
| C | 147 | 2.3% |
| O | 94 | 1.5% |
| o | 48 | 0.8% |
| n | 48 | 0.8% |
| L | 43 | 0.7% |
| Other values (3) | 23 | 0.4% |
SaleCondition
Text
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 45.6 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.153134635 |
| Min length | 6 |
Characters and Unicode
| Total characters | 17961 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Abnorml |
| 5th row | Normal |
| Value | Count | Frequency (%) |
| normal | 2402 | |
| partial | 245 | 8.4% |
| abnorml | 190 | 6.5% |
| family | 46 | 1.6% |
| alloca | 24 | 0.8% |
| adjland | 12 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2974 | |
| l | 2931 | |
| r | 2837 | |
| m | 2638 | |
| o | 2616 | |
| N | 2402 | |
| i | 291 | 1.6% |
| P | 245 | 1.4% |
| t | 245 | 1.4% |
| A | 226 | 1.3% |
| Other values (8) | 556 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17961 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2974 | |
| l | 2931 | |
| r | 2837 | |
| m | 2638 | |
| o | 2616 | |
| N | 2402 | |
| i | 291 | 1.6% |
| P | 245 | 1.4% |
| t | 245 | 1.4% |
| A | 226 | 1.3% |
| Other values (8) | 556 | 3.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17961 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2974 | |
| l | 2931 | |
| r | 2837 | |
| m | 2638 | |
| o | 2616 | |
| N | 2402 | |
| i | 291 | 1.6% |
| P | 245 | 1.4% |
| t | 245 | 1.4% |
| A | 226 | 1.3% |
| Other values (8) | 556 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17961 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2974 | |
| l | 2931 | |
| r | 2837 | |
| m | 2638 | |
| o | 2616 | |
| N | 2402 | |
| i | 291 | 1.6% |
| P | 245 | 1.4% |
| t | 245 | 1.4% |
| A | 226 | 1.3% |
| Other values (8) | 556 | 3.1% |
SalePrice
Real number (ℝ)
MISSING
| Distinct | 663 |
|---|---|
| Distinct (%) | 45.4% |
| Missing | 1459 |
| Missing (%) | 50.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180921.1959 |
| Minimum | 34900 |
|---|---|
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 45.6 KiB |
Quantile statistics
| Minimum | 34900 |
|---|---|
| 5-th percentile | 88000 |
| Q1 | 129975 |
| median | 163000 |
| Q3 | 214000 |
| 95-th percentile | 326100 |
| Maximum | 755000 |
| Range | 720100 |
| Interquartile range (IQR) | 84025 |
Descriptive statistics
| Standard deviation | 79442.50288 |
|---|---|
| Coefficient of variation (CV) | 0.4391000319 |
| Kurtosis | 6.53628186 |
| Mean | 180921.1959 |
| Median Absolute Deviation (MAD) | 38000 |
| Skewness | 1.88287576 |
| Sum | 264144946 |
| Variance | 6311111264 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 140000 | 20 | 0.7% |
| 135000 | 17 | 0.6% |
| 145000 | 14 | 0.5% |
| 155000 | 14 | 0.5% |
| 190000 | 13 | 0.4% |
| 110000 | 13 | 0.4% |
| 115000 | 12 | 0.4% |
| 160000 | 12 | 0.4% |
| 139000 | 11 | 0.4% |
| 130000 | 11 | 0.4% |
| Other values (653) | 1323 | |
| (Missing) | 1459 |
| Value | Count | Frequency (%) |
| 34900 | 1 | |
| 35311 | 1 | |
| 37900 | 1 | |
| 39300 | 1 | |
| 40000 | 1 |
| Value | Count | Frequency (%) |
| 755000 | 1 | |
| 745000 | 1 | |
| 625000 | 1 | |
| 611657 | 1 | |
| 582933 | 1 |